Cited by 150Oceanographic and Atmospheric ProcessesClimate variability and modelsMarine and coastal ecosystems

The tropical atlantic observing system

Open access
Foltz, G. R., Brandt, P., Richter, I., Rodríguez-Fonseca, B., Hernandez, F., Dengler, M., Rodrigues, R. R., Schmidt, J. O. +60 more·2019·Frontiers in Marine Science

Abstract

The tropical Atlantic is home to multiple coupled climate variations covering a wide range of timescales and impacting societally relevant phenomena such as continental rainfall, Atlantic hurricane activity, oceanic biological productivity, and atmospheric circulation in the equatorial Pacific. The tropical Atlantic also connects the southern and northern branches of the Atlantic meridional overturning circulation and receives freshwater input from some of the world's largest rivers. To address these diverse, unique, and interconnected research challenges, a rich network of ocean observations has developed, building on the backbone of the Prediction and Research Moored Array in the Tropical Atlantic (PIRATA). This network has evolved naturally over time and out of necessity in order to address the most important outstanding scientific questions and to improve predictions of tropical Atlantic severe weather and global climate variability and change. The tropical Atlantic observing system is motivated by goals to understand and better predict phenomena such as tropical Atlantic interannual to decadal variability and climate change; multidecadal variability and its links to the meridional overturning circulation; air-sea fluxes of CO2 and their implications for the fate of anthropogenic CO2; the Amazon River plume and its interactions with biogeochemistry, vertical mixing, and hurricanes; the highly productive eastern boundary and equatorial upwelling systems; and oceanic oxygen minimum zones, their impacts on biogeochemical cycles and marine ecosystems, and their feedbacks to climate. Past success of the tropical Atlantic observing system is the result of an international commitment to sustained observations and scientific cooperation, a willingness to evolve with changing research and monitoring needs, and a desire to share data openly with the scientific community and operational centers. The observing system must continue to evolve in order to meet an expanding set of research priorities and operational challenges. This paper discusses the tropical Atlantic observing system, including emerging scientific questions that demand sustained ocean observations, the potential for further integration of the observing system, and the requirements for sustaining and enhancing the tropical Atlantic observing system.

AI snapshot

Written from the paper’s full text.

TL;DR

This review synthesizes societal drivers, scientific drivers, and the existing tropical Atlantic observing system, concluding that sustained and expanded observations are needed for climate prediction, biogeochemistry, ecosystems, and extreme weather. It identifies critical gaps in the current system and provides readiness-level recommendations for future enhancements.

Key findings

Tropical Atlantic variability affects rainfall, hurricanes, biogeochemistry, and ecosystems; examples include the 2005, 2010, and 2017 Atlantic hurricane seasons with 28, 19, and 17 cyclones of at least tropical storm strength, respectively, and eight Atlantic hurricanes since 2005 causing at least $25 billion in damages. The tropical Atlantic releases about 0.10 Pg C yr⁻¹ in the 18°S–18°N region, receives about 25% of global riverine freshwater discharge from the Amazon, Congo, and Orinoco, and yielded approximately 10 million tons of seafood in the Central and South Atlantic in 2016 (from 87.2 million tons of global marine capture production). The observing system has progressed over 20 years, with PIRATA as the backbone (initiated 1997, 18 moorings; T-Flex transition began 2015, with 10 upgraded and eight remaining), complemented by Argo, GO-SHIP, SOOP, surface drifters, boundary current arrays, and satellites. Persistent model biases remain: a cool SST bias in the northern tropical Atlantic can cause a 65% underrepresentation of Atlantic hurricane activity, the Benguela warm SST bias exceeds 2.5°C in the CMIP5 multi-model average, and net surface heat flux standard deviation exceeds 20 W m⁻² across 12 products, with downward heat input overestimated by 5–20 W m⁻².

Methods

Design: review/synthesis paper; no new primary data collection or analysis is described. Data/sample: existing literature and observing system components, including PIRATA, Argo, GO-SHIP, SOOP, surface drifters, boundary current arrays, and satellite observations, with figures and tables summarizing system elements and gaps. Analysis: qualitative synthesis of societal drivers, science drivers, strengths and weaknesses of the current observing system, and expert recommendations with readiness levels.

Limitations

Stated: many open questions remain about tropical Atlantic variability mechanisms, air–sea feedbacks, model biases, and ecosystem/biogeochemical responses; observations are sparse, especially for biogeochemical and biological parameters, the deep ocean, off-equatorial mixing, and the northwestern and southeastern tropical Atlantic. Stated: carbon trends remain unclear because of short records and high natural variability, acidification impacts are poorly known, and coupled model biases have seen little improvement over two decades. Evident from the text: as a review, it does not test hypotheses or provide new empirical results; its recommendations are expert synthesis with readiness levels rather than validated outcomes.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.3389/fmars.2019.00206

Cites

381 of 384 references verified2 citation errors · 1 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

90 of 228 cited sources checked · 34 supported · 0 flagged · accuracy not yet measured

  • Premisecitation

    The magnitude of hurricane rapid intensification (increase in maximum wind speed of at least 25 kt in 24 h) has increased in the central and eastern tropical Atlantic since the 1980s.

    “The magnitude of hurricane RI (increase in maximum wind speed of at least 25 kt in 24 h) has increased in the central and eastern tropical Atlantic since the 1980s (Balaguru et al., 2018).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Balaguru et al., 2018 source
  • Premisecitation

    The tropical Atlantic is the second largest source, after the tropical Pacific, of oceanic CO2 to the atmosphere, releasing about 0.10 Pg C yr-1 in the 18°S-18°N region.

    “The tropical Atlantic is the second largest source, after the tropical Pacific, of oceanic CO 2 to the atmosphere, releasing about 0.10 Pg C yr -1 in the 18 • S-18 • N region (Landschützer et al., 2014).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Landschützer et al., 2014 source
  • Premisecitation

    Since the 1970s there has been an upward trend in the year-to-year variability of Amazon River discharge, following a period with no trend during 1904 through the 1960s.

    “Since the 1970s there has been an upward trend in the year-to-year variability of Amazon River discharge, following a period with no trend during 1904 through the 1960’s (Satyamurty et al., 2013;Barichivich et al., 2018).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites Satyamurty et al., 2013 source

      Section 3.2, paragraphs 13–14, reports that the annual range of Negro River water levels at Manaus increased after 1970, with no significant long-range trend from 1904 to the late 1960s. That supports the stated timing, but the measured trend is in the range between high and low water levels, not year-to-year variability of Amazon River discharge. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
    • cites Barichivich et al., 2018 source

      The Results section (page unavailable) reports that severe-flood frequency increased from around 1970, which supports a related increase in hydrological extremes. It does not establish an upward trend in year-to-year discharge variability or a trend-free period from 1904 through the 1960s. The Methods section says the study analyzed water levels rather than deriving discharge estimates. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Premisecitation

    During 2005-2008 the Amazon was a net carbon source due to drought-stressed and dying trees, combined with increased occurrence of fires.

    “However, during 2005-2008 the Amazon was a net carbon source due to drought-stressed and dying trees, combined with increased occurrence of fires (Zeng et al., 2008;Yang et al., 2018).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites Zeng et al., 2008 source

      Section 3 (page not provided) reports that fires across the Amazon basin were more than twice as frequent in 2005 as the average of the preceding seven years, and says drought made forests more prone to burning. It does not establish that the Amazon was a net carbon source, attribute carbon emissions to stressed or dying trees, or document those conditions throughout 2005–2008. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites Yang et al., 2018 source

      The Results (Biomass and carbon changes) report post-2005 carbon losses, a shift to a carbon source in intact southern forests, and emissions from fires. But they do not show an increased occurrence of fires, and the Discussion cautions that the estimated drought-related loss is a decline in the forest carbon sink, not its absolute magnitude. The paper therefore does not establish that the entire Amazon was a net carbon source throughout 2005–2008 for the reasons stated. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Premisecitation

    Summer equatorial variability associated with the AZM is highly correlated with the next winter's ENSO.

    “Summer equatorial variability associated with the AZM is also highly correlated with the next winter's ENSO (Polo et al., 2008;Rodríguez-Fonseca et al., 2009;Ding et al., 2012;Keenlyside et al., 2013;Martín-Rey et al., 2015).”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites Polo et al., 2008 source
    • cites Rodríguez-Fonseca et al., 2009 source
    • cites Ding et al., 2012 source
  • May combine two claims. 95
  • Classified as probably not a substantial claim. 69
  • The quote only partly states this claim. 1
  • May combine two claims.

    Premisecitation

    Rainfall in the Sahel has increased since the 1980s, but has not recovered to pre-drought levels.

    “Rainfall in the Sahel has increased since the 1980s, but has not recovered to pre-drought levels (Nicholson et al., 2000;Dong and Sutton, 2015;Berntell et al., 2018).”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites Nicholson et al., 2000 source
    • cites Dong and Sutton, 2015 source

      The Figure S4 caption (page unavailable) compares a Sahel drought period with a later 'recent wetter period,' supporting an increase in rainfall. It says the observed 1951–1963 precipitation value is shown, but the text does not state whether recent rainfall remained below that pre-drought level. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites Berntell et al., 2018 source

      The Introduction describes a drought in the 1970s and 1980s followed by rainfall recovery. The CRU observations section also reports wet conditions from 2000 onward. Neither passage establishes that rainfall remained below pre-drought levels. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    The two record droughts of 2005 and 2010 were regarded as once-in-a-century climate extremes at the times of their occurrences and were linked to anomalous SSTs in the tropical Atlantic.

    “The two record droughts of 2005 and 2010 were regarded as “once in a century” climate extremes at the times of their occurrences and were linked to anomalous SSTs in the tropical Atlantic (Figure 1; Marengo et al., 2008;Zeng et al., 2008;Lewis et al., 2011).”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites Marengo et al., 2008 source

      The Discussion and conclusions (section 6; page unavailable) describe the 2005 drought in southwestern Amazonia as possibly among the most severe in at least 100 years. The Introduction (section 1) links that drought to anomalously warm tropical North Atlantic SSTs. This 2008 paper does not address the 2010 drought, so it cannot support the claim about both events. (LLM, conf=0.90)

      Experimental — accuracy not yet measured
    • cites Zeng et al., 2008 source

      Section 4 links the 2005 Amazon drought to tropical Atlantic SST anomalies. The paper does not address the 2010 drought or describe either event as “once in a century”; it calls the 2005 drought rare and reports near-record-low streamflows. (LLM, conf=0.90)

      Experimental — accuracy not yet measured
    • cites Lewis et al., 2011 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The Amazon floods of 2009 and 2012 were the largest going back several decades and left hundreds of thousands homeless.

    “At the other extreme, the Amazon floods of 2009 and 2012 were the largest going back several decades (Satyamurty et al., 2013;Filizola et al., 2014) and left hundreds of thousands homeless.”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Satyamurty et al., 2013 source
    • cites Filizola et al., 2014 source
  • May combine two claims.

    Premisecitation

    There is strong evidence linking decadal-multidecadal tropical Atlantic SST variability to hurricane activity, but the drivers of this SST variability are not well known.

    “There is also strong evidence linking decadal-multidecadal tropical Atlantic SST variability to hurricane activity (Goldenberg et al., 2001;Latif et al., 2007;Balaguru et al., 2018), but the drivers of this SST variability are not well known (Yang, 1999;Chang et al., 2000;Tanimoto and Xie, 2002;Evan et al., 2011;Booth et al., 2012;Clement et al., 2015).”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Goldenberg et al., 2001 source
    • cites Latif et al., 2007 source
    • cites Balaguru et al., 2018 source
  • May combine two claims.

    Premisecitation

    The frequency of marine heatwaves has increased significantly in the tropical North Atlantic during the past 35 years and is expected to increase further in response to global warming.

    “The frequency of marine heatwaves has increased significantly in the tropical North Atlantic during the past 35 years and is expected to increase further in response to global warming (Oliver et al., 2018).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Oliver et al., 2018 source

      The Results (‘Marine heatwaves over the satellite record’; page unavailable) report a significant global increase in frequency over 1982–2016 and more moderate increases in the subtropical North Atlantic. The Abstract expects further increases in marine heatwave days under continued global warming. Our copy does not establish a significant frequency increase specifically in the tropical North Atlantic or predict further frequency increases specifically there. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
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    Premisecitation

    Since 2011, there has been an increase in the abundance of Sargassum in the western tropical North Atlantic, often resulting in mass beaching events in the Caribbean and also in western Africa and Brazil.

    “Since 2011, there has been an increase in the abundance of Sargassum in the western tropical North Atlantic, often resulting in mass “beaching” events in the Caribbean (Wang and Hu, 2017) and also in western Africa and Brazil.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Wang and Hu, 2017 source
  • May combine two claims.

    Premisecitation

    Contaminants from plastic debris may leach into seawater or be ingested by marine organisms, creating a new risk route.

    “It has also been shown that contaminants from plastic debris may leach into seawater or be ingested by marine organisms (Romera-Castillo et al., 2018), creating a new risk route.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Romera-Castillo et al., 2018 source

      The Introduction (page unavailable) says plastic additives can leach into surrounding water and that marine animals ingest plastic debris. It does not say that animals ingest contaminants from the plastic; the ingestion passage concerns plastic itself. The paper supports the leaching route, but not that specific ingestion route. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    The AZM-ENSO relationship is strongest during negative AMV phases, when equatorial Atlantic SST variability is enhanced.

    “The AZM-ENSO relationship is strongest during negative AMV phases (Martín-Rey et al., 2014;Polo et al., 2015a), when equatorial Atlantic SST variability is enhanced (Martín-Rey et al., 2018).”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites Martín-Rey et al., 2014 source
    • cites Polo et al., 2015a

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Martín-Rey et al., 2018 source
  • May combine two claims.

    Premisecitation

    The strength of the TC cold-wake feedback depends on a storm's intensity and translation speed as well as the ocean heat content and salinity structure, which vary regionally and on seasonal to multidecadal timescales.

    “The strength of the feedback depends on a storm's intensity and translation speed as well as the ocean heat content and salinity structure, which vary regionally and on seasonal to multidecadal timescales (Shay et al., 2000;Balaguru et al., 2012Balaguru et al., , 2015Balaguru et al., , 2018)).”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites Shay et al., 2000 source
    • cites Balaguru et al., 2012 source

      The Conclusions and Discussion (page unavailable) state that salinity-stratified barrier layers reduce cyclone-induced sea-surface cooling and affect intensification; they also mention interannual-to-decadal variability in barrier-layer conditions. The Methods account for storm intensity and translation speed, but the paper does not establish the claimed dependence of feedback strength on those factors or document seasonal-to-multidecadal variation in ocean heat content and salinity structure. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
    • cites Balaguru et al., 2015 source

      The Introduction describes SST cooling as a negative feedback on TC intensity, and the Mixing Length Formulation (section 3; page unavailable) makes mixing depend on storm wind speed, translation speed, and ocean stratification. The Results and Discussion describe regional differences, and the Methods use temperature and salinity profiles, but the paper does not establish that the relevant ocean conditions vary on seasonal-to-multidecadal timescales. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    The AZM impacts the Indian summer monsoon, altering the ENSO-ISM connection.

    “The AZM impacts the Indian summer monsoon (ISM), altering the ENSO-ISM connection (Kucharski et al., 2007(Kucharski et al., , 2008;;Wang et al., 2009;Barimalala et al., 2012Barimalala et al., , 2013)).”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites Kucharski et al., 2007 source

      The section “The role of tropical Atlantic SSTs” reports that Atlantic SST anomalies affect Indian monsoon circulation and reduce the anticorrelation between ENSO and Indian monsoon rainfall. The Discussion and conclusions likewise links south-equatorial Atlantic SST anomalies to a weakened ENSO–monsoon relationship. Neither passage identifies those anomalies specifically as the Atlantic Zonal Mode (AZM), so the AZM-specific attribution is not established by our copy. Page numbers were not supplied. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites Wang et al., 2009 source
    • cites Barimalala et al., 2012 source
  • May combine two claims.

    Premisecitation

    Climate models predict increases in wind shear in some portions of the Atlantic hurricane development region, which would act to decrease overall Atlantic storm activity.

    “Climate models predict increases in wind shear in some portions of the Atlantic hurricane development region (Latif et al., 2007;Vecchi and Soden, 2007), which would, however, act to decrease overall Atlantic storm activity.”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Latif et al., 2007 source
    • cites Vecchi and Soden, 2007 source
  • May combine two claims.

    Premisecitation

    In situ data are crucial for anchoring global efforts to develop a global climate observing system and to discriminate the imbalance in the Earth's radiation budget as the climate warms.

    “In situ data are crucial for anchoring global efforts to develop a global climate observing system (Weatherhead et al., 2018) and discriminate the imbalance in the Earth's radiation budget as the climate warms (Kato et al., 2013).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites Weatherhead et al., 2018 source
    • cites Kato et al., 2013 source

      Section 7, “Comparison with surface observations” (page not supplied), uses land-site and buoy measurements to evaluate estimated surface irradiances, supporting a role for in situ data. The Introduction discusses changes in the atmospheric energy budget, but the paper does not establish that in situ data discriminate an imbalance in Earth’s radiation budget as the climate warms. The separate observing-system clause is attributed to Weatherhead et al., not Kato et al. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
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    Premisecitation

    Relatively little is known about the vertical structure and seasonality of the poleward Angola current, though data from recently deployed buoys are beginning to shed light on it.

    “Relatively little is known about the vertical structure and seasonality of the poleward Angola current (Tchipalanga et al., 2018), though data from recently deployed buoys in the region are beginning to shed some light on this (Kopte et al., 2017).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites Tchipalanga et al., 2018 source
    • cites Kopte et al., 2017 source
  • May combine two claims.

    Premisecitation

    Because of the large spatial extent of shortwave-absorbing aerosols, they are capable of influencing the interhemispheric energy balance, the location of the ITCZ, and regional precipitation patterns.

    “Because of the large spatial extent of the shortwave-absorbing aerosols, they are capable of influencing the interhemispheric energy balance, the location of the ITCZ, and regional precipitation patterns (Jones et al., 2009;Randles and Ramaswamy, 2010;Sakaeda et al., 2011).”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites Jones et al., 2009 source
    • cites Randles and Ramaswamy, 2010 source

      The Results section (page not provided) reports that absorbing biomass-burning aerosols alter circulation and increase precipitation over parts of southern Africa, supporting the regional-precipitation part of the claim. The paper does not establish effects on the interhemispheric energy balance or the location of the ITCZ; searches for those terms found no relevant passage. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites Sakaeda et al., 2011 source
  • May combine two claims.

    Premisecitation

    Positive dust and cloud feedbacks on SST and climate have been established at interannual and decadal timescales in both hemispheres and are capable of amplifying the AMV.

    “Positive dust and cloud feedbacks on SST and climate have been established at interannual and decadal timescales in both hemispheres (Evan et al., 2011;Bellomo et al., 2015;Myers et al., 2018) and are capable of amplifying the AMV (Bellomo et al., 2016;Yuan et al., 2016).”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites Evan et al., 2011 source
    • cites Bellomo et al., 2015 source

      The Summary (page unavailable) reports that positive low-level cloud feedback over the Namibian region enhances simulated Atlantic Niño variability, supporting the cloud-feedback part of the first clause. It does not establish positive dust feedbacks or cloud feedbacks at both interannual and decadal timescales in both hemispheres; the Introduction says the relationship between North and South Atlantic variability remains unclear. The sentence cites other papers, not Bellomo et al. (2015), for the separate AMV-amplification clause. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites Myers et al., 2018 source
  • May combine two claims.

    Premisecitation

    While most prediction models drop well below an anomaly correlation coefficient of 0.55 by lead month 3, some promising systems show skill in predicting the AZM in summer when initialized on May 1.

    “While most prediction models drop well below that by lead month 3 (Richter et al., 2017), some promising systems show skill in predicting the AZM in summer when initialized on May 1 (Prodhomme et al., 2016).”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Richter et al., 2017 source
    • cites Prodhomme et al., 2016 source

      The Bias and Bias Correction section describes June–August forecasts initialized in May, matching the timing attributed to this source. But the copy does not report skill in predicting the AZM; the Conclusions instead discuss deteriorated tropical Atlantic SST skill in the higher-resolution runs. The lead-month-3 comparison is attached to Richter et al., not this citation. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    The equatorial westerly wind bias may be linked to the erroneous southward shift in the Atlantic ITCZ, also present in atmosphere-only simulations, and to misrepresentation of convective momentum transport in the lower troposphere.

    “It may be linked to the erroneous southward shift in the Atlantic ITCZ, which is also present in atmosphere-only simulations (Figure 9B; Richter et al., 2014b), and the misrepresentation of convective momentum transport in the lower troposphere (Zermeño-Diaz and Zhang, 2013;Richter et al., 2014b).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Richter et al., 2014b

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Zermeño-Diaz and Zhang, 2013 source

      Section 5 (Momentum entrainment; page not available) links the westerly bias to insufficient downward transport of easterly momentum from the lower troposphere into the boundary layer. It does not identify that transport specifically as convective momentum transport. The ITCZ-shift clause is separately cited to Richter et al. (2014b), so it is not assessed against this source. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    There are two main causes of model errors in the Benguela region: equatorial biases and errors in local winds, especially the Benguela Jet and the Benguela Current.

    “There are two main causes of the model errors in this region: (1) equatorial biases (Rouault et al., 2007), and (2) errors in local winds, especially the Benguela Jet (Xu et al., 2014a;Koseki et al., 2018;Voldoire et al., 2019) and the Benguela Current (Grodsky et al., 2012a;Muñoz et al., 2012).”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites Rouault et al., 2007 source
    • cites Xu et al., 2014a

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Koseki et al., 2018 source
  • May combine two claims.

    Findingcitation

    Temperature and salinity errors were reduced by 5-10% in the upper 2000 m with an enhancement of Argo sampling in equatorial regions and by around 20-30% in the deep ocean due to the implementation of deep Argo.

    “Temperature and salinity errors were reduced by 5-10% in the upper 2000 m with an enhancement of Argo sampling in equatorial regions and by around 20-30% in the deep ocean due to the implementation of deep Argo (Gasparin et al., 2019).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Gasparin et al., 2019 source

      The 'Doubling Argo in the WBC and Along the Equator' section reports a 5–10% reduction in temperature and salinity error across the Atlantic in the upper 2,000 m. 'Implementing a Deep Argo Array' reports an average improvement of 20% below 2,000 m, not a 20–30% reduction; its 20–30% figure is the standard deviation across systems. Page numbers are unavailable in our copy. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Mechanisms responsible for the other half of the multi-decadal oxygen decline are unclear and are likely related to changes in ventilation and circulation, though changes in biological activity cannot be ruled out.

    “Mechanisms that are responsible for the other half are unclear and are likely related to changes in ventilation and circulation (Brandt et al., 2015;Oschlies et al., 2018), though changes in biological activity cannot be ruled out.”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Brandt et al., 2015 source

      Section 7 (Long-term variability in ETNA OMZ) says the driving mechanisms of observed deoxygenation remain uncertain and discusses circulation, mixing, and biogeochemical oxygen consumption. Section 9 (Summary and discussion) identifies circulation changes as a likely contributor to the regional decline. The paper does not attribute a specific ‘other half’ of the multidecadal decline to these mechanisms; its quantitative statement instead concerns an imbalance equal to about 10% of oxygen consumption. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
    • cites Oschlies et al., 2018 source
  • May combine two claims.

    Premisecitation

    Acidification has been examined at the 6°S, 10°W moored pCO2 site, though the record is not long enough to detect any increase in CO2 or decrease in pH given the strong natural variability of CO2.

    “Acidification has been examined at this site, though the record is not long enough to detect any increase in CO 2 (or decrease of pH) given the strong natural variability of CO 2 (Lefevre et al., 2016).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Lefevre et al., 2016 source
  • May combine two claims.

    Premisecitation

    Inside the eddies' cores, oxygen consumption can be an order of magnitude higher than the average values for the North Atlantic, and the downward flux of organic matter exceeds typical values found in the open ocean.

    “Inside the eddies' cores, oxygen consumption can be an order of magnitude higher than the average values for the North Atlantic, and the downward flux of organic matter exceeds typical values found in the open ocean (Fiedler et al., 2016).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Fiedler et al., 2016 source
  • May combine two claims.

    Premisecitation

    Even when the CMIP surface radiative forcing is correct, the cloud cover is still typically too low, likely due to an underestimation of optically thin stratiform clouds.

    “Even when the CMIP surface radiative forcing is correct, the cloud cover is still typically too low (de Szoeke et al., 2012), likely due to an underestimation of optically thin stratiform clouds (Nam et al., 2012;Zuidema et al., 2012;Delgadillo et al., 2018;Wood et al., 2018).”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites de Szoeke et al., 2012 source

      The supplied copy’s Introduction, Model and experiments, and Conclusions and discussion sections concern Atlantic overturning circulation, not stratocumulus clouds. Searches for low cloud cover despite correct surface radiative forcing and for eastern Pacific stratocumulus returned no relevant passage. The copy therefore cannot verify the part attributed to de Szoeke et al.; the optically thin cloud explanation is cited to other works. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
    • cites Nam et al., 2012 source

      The Conclusion and Discussion (§6, paragraph 20; page unavailable) reports that CMIP5 models underestimate tropical low-cloud cover and overestimate low-cloud optical thickness. It does not identify an underestimation of optically thin stratiform clouds as the likely cause. The preceding statement about surface radiative forcing is cited to a different source, not Nam et al. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites Zuidema et al., 2012 source

      The Conclusions report that thin clouds were frequent in the observed southeast Pacific dataset. Section 5.4 discusses thin clouds missed by an instrument retrieval, not clouds underestimated by CMIP models. A search for model underestimation of optically thin stratiform clouds found no passage addressing the explanation attributed to this paper. (LLM, conf=0.72)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Oxygen changes in the tropical North Atlantic during the past decade are most likely associated with changes in the eddy-driven zonal current bands at intermediate depths and a shoaling of the wind-driven thermocline circulation, but other processes may contribute.

    “Oxygen changes in the tropical North Atlantic during the past decade are most likely associated with changes in the eddy-driven zonal current bands at intermediate depths and a shoaling of the wind-driven thermocline circulation, but other processes, such as variations in the intensity of the mesoscale eddy field, may contribute (Hahn et al., 2017).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Hahn et al., 2017 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Argo is a global array of autonomous floats that sample the upper 2000 m; floats drift at 1000 m and make profiles of temperature, salinity, and pressure typically every 10 days.

    “Argo is a global array of autonomous floats that sample the upper 2000 m of the ocean (Jayne et al., 2017).The floats drift at a depth of 1000 m and make profiles of temperature, salinity, and pressure in the upper 2000 m typically every 10 days.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Jayne et al., 2017 source

      Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Since 2000, a mooring array has been maintained at 16N that includes velocity measurements covering the DWBC east of Guadeloupe and additional geostrophic moorings measuring the deep flow between the continental slope and the mid-Atlantic ridge.

    “Since 2000, a mooring array has been maintained at 16 • N that includes velocity measurements covering the DWBC east of Guadeloupe and additional geostrophic moorings measuring the deep flow between the continental slope and the mid-Atlantic ridge (Send et al., 2011;Frajka-Williams et al., 2018).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites Send et al., 2011 source

      The Observations section describes a nearly 10-year continuous MOVE mooring record at 16°N, with current-meter measurements near the continental slope and geostrophic measurements across a 1000 km section. The Figure 1 caption places the moorings between the coast and Mid-Atlantic Ridge and depicts the deep western boundary current. Our copy does not explicitly establish the exact start year of 2000 or locate the boundary-current measurements east of Guadeloupe; page numbers were not available. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites Frajka-Williams et al., 2018 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Since 2008, PIRATA moorings at 4N,23W and 12N,23W have measured dissolved oxygen at 300 and 500 m to monitor the OMZ; O2 sensors were recently added at 20.5N,23W.

    “Since 2008, the moorings at 4 • N, 23 • W and 12 • N, 23 • W have measured dissolved oxygen (O 2 ) at depths of 300 and 500 m in order to monitor the OMZ.O 2 sensors were recently added at 20.5 • N, 23 • W (Bourlès et al., 2019).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Bourlès et al., 2019 source

      Section 2.1 states that oxygen sensors were installed in 2008 at 4°N, 23°W and 12°N, 23°W at 300 and 500 m to monitor the OMZ. It also reports additional oxygen sensors at 21°N, 23°W, but does not give the claimed location of 20.5°N, 23°W. Page numbers were not available in our copy. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Currently, there are three SOOP transects in the tropical Atlantic, each repeated approximately every 3 months; XBTs are deployed 10 to 35 km apart to measure temperature in the upper 760 m.

    “Currently, there are three transects in the tropical Atlantic, each repeated approximately every 3 months (Figure 10).XBTs are deployed 10 to 35 km apart to measure temperature in the upper 760 m, from which mesoscale eddy variability and the larger-scale ocean circulation can be deduced (Goes et al., 2013).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Goes et al., 2013 source

      Section 2.1, paragraph [7] describes one tropical Atlantic XBT transect, AX08, with about four realizations per year, an average 25 km spacing between casts in the tropics, and probes with a nominal depth range of 760 m. It does not establish that there are three transects or that casts across them are spaced 10–35 km apart. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    At the equator, several subsurface ADCP moorings are maintained as part of PIRATA, measuring currents typically from about 30 to 300 m.

    “At the equator, several subsurface acoustic Doppler current profiler (ADCP) moorings are maintained as part of PIRATA (Bourlès et al., 2019).They measure currents typically from depths of about 30 to 300 m.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Bourlès et al., 2019 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    PIRATA was initiated in 1997 and now consists of 18 moorings spanning the tropical Atlantic basin.

    “It was initiated in 1997 and now consists of 18 moorings spanning the basin.”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites Bourlès et al., 2008 source

      The Abstract states that PIRATA implementation began in 1997 and describes a buoy network in the tropical Atlantic. The ATLAS BUOYS section lists five western backbone, five eastern backbone, three Southwest Extension, and four Northeast Extension buoys—17 in total. The PIRATA EXPANSIONS section describes a separate Southeast pilot mooring that ended in June 2007, so the paper does not support 18 as the current mooring count. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
    • cites Bourlès et al., 2019 source
  • May combine two claims.

    Premisecitation

    BGC parameters are currently measured by 329 Argo floats globally, of which 22 are in the tropical Atlantic; measured parameters include oxygen, chlorophyll-a, suspended particles, nitrate, pH, and downwelling irradiance.

    “Profiles of biogeochemical (BGC) parameters are currently made by 329 Argo floats in the global ocean, of which 22 are in the tropical Atlantic (Figure 2B).The measured parameters include oxygen, chlorophyll-a, suspended particles, nitrate, pH, and downwelling irradiance.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Gruber et al., 2010 source

      The Introduction says Argo floats measure dissolved oxygen. Section 6.1 reports more than 200 oxygen-equipped floats deployed and 160 reporting data during a 20-day period in May 2009. The paper does not substantiate the claimed 329 BGC floats, 22 in the tropical Atlantic, or the full list of measured parameters; its figures describe a different time and subset of floats. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Interpretationcitation

    Much of the present observing system was designed before coupled model biases emerged as a scientific research priority; as a result, efforts to alleviate model biases are hampered by inadequate in situ measurements.

    “Much of the present observing system was designed before coupled model biases emerged as a scientific research priority.As a result, efforts to alleviate model biases are hampered by inadequate in situ measurements (Tchipalanga et al., 2018).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Tchipalanga et al., 2018 source

      In “History of Physical Oceanography in Angola” (page unavailable), the paper says a lack of observations prevents satisfactory evaluation of model simulations along the Angolan margin. Its “Summary and Discussion” (page unavailable) links better observations and process understanding to reducing model biases. It does not say that the observing system was designed before coupled-model biases became a research priority, and its discussion is regional rather than a claim about much of the present observing system. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Coupled ocean-atmosphere data assimilation is in its infancy.

    “Coupled ocean-atmosphere data assimilation, a promising approach to improve oceanic and atmospheric analyses and coupled model forecasts, is in its infancy (Zhang et al., 2007;Lu et al., 2015).”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Zhang et al., 2007 source

      The introduction (page unavailable) describes this study as a first step in applying and validating its coupled data-assimilation system, with only a preliminary evaluation. That supports an early-stage characterization of this system, but the paper does not say that coupled ocean–atmosphere data assimilation as a field is in its infancy. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
    • cites Lu et al., 2015

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingnone given

    The tropical Atlantic observing system has progressed substantially over the past 20 years, yet many challenges remain.

    “The tropical Atlantic observing system has progressed substantially over the past 20 years (Figure 2), yet many challenges remain.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    Most deployments of drifters are conducted from the XBT line AX8, from research vessels servicing PIRATA, and from Brazilian Navy vessels.

    “Most deployments are conducted from the expendable bathythermograph (XBT) line AX8, which runs from Cape Town to the U.S. east coast, from research vessels servicing PIRATA, and from Brazilian Navy vessels.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    Since 2005, drifter measurements in the tropical Atlantic have been approximately hourly.

    “1998, the array in the tropical Atlantic has averaged 92 drifters, and since 2005 drifter measurements have been approximately hourly.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Since 2005, there have been eight Atlantic hurricanes that have resulted in at least $25 billion in damages, including Harvey, Irma, and Maria in 2017 and Florence in 2018.

    “Since 2005, there have been eight Atlantic hurricanes that have resulted in at least $25 billion in damages, including Harvey, Irma, and Maria in 2017 and Florence in 2018 2,3 .”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Present-day observations and models show that the ocean sink has increased along with CO2 emissions and is currently absorbing about 28% of anthropogenic CO2 emissions annually.

    “Present-day observations and models show that the ocean sink has increased along with CO 2 emissions and is currently absorbing about 28% of anthropogenic CO 2 emissions annually (Le Quéré et al., 2018).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Le Quéré et al., 2018

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given

    Short-term predictions and longer decadal and century-scale projections of the tropical Atlantic are made more challenging by persistent biases in climate models that have seen little progress over the past two decades.

    “Short-term predictions and longer decadal and century-scale projections of the tropical Atlantic are made more challenging by persistent biases in climate models that have seen little progress over the past two decades.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    Tropical Atlantic conditions are driven by complex interactions between the ocean, atmosphere, and land, and between other ocean basins and the tropical Atlantic.

    “These conditions are driven by complex interactions between the ocean, atmosphere, and land, and between other ocean basins and the tropical Atlantic.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given

    Tropical Atlantic variability influences a wide range of societally important phenomena on different timescales that span the physical, biogeochemical, and ecological systems and their interactions.

    “Tropical Atlantic variability (TAV) influences a wide range of societally important phenomena on different timescales that span the physical, biogeochemical, and ecological systems and their interactions.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    The West African monsoon onset is typically in late June or early July and it ends normally from late September to October.

    “Its onset is typically in late June or early July and it ends normally from late September to October (Sultan and Janicot, 2003).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Sultan and Janicot, 2003

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    There is stronger interannual variability at the Guinea Coast compared to the Sahel, and rainfall anomalies often extend zonally across West Africa, affecting large populations.

    “There is stronger interannual variability at the Guinea Coast compared to the Sahel, and rainfall anomalies often extend zonally across West Africa (Giannini et al., 2005), affecting large populations.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Giannini et al., 2005 source
  • May combine two claims.

    Premisecitation

    There has been significant decadal-multidecadal variability of TC activity in the Atlantic, with above-normal activity during the 1940s and 50s, below-normal from the 60s to the early 90s, and above-normal since the mid-90s.

    “There has also been significant decadal-multidecadal variability of TC activity in the Atlantic, with above-normal activity during the 1940s and 50s, belownormal from the 60s to the early 90s, and above-normal since the mid-90s (Goldenberg et al., 2001).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Goldenberg et al., 2001 source
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Premisenone given

    Rainfall in South America and West Africa and Atlantic hurricanes are highly sensitive to conditions in the tropical Atlantic.

    “Rainfall in South America and West Africa and Atlantic hurricanes are highly sensitive to conditions in the tropical Atlantic.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Prior to the recent drought period, Northeast Brazil experienced a severe flood in 2009 that has been linked to anomalous SSTs in the tropical Atlantic.

    “Prior to the recent drought period, Northeast Brazil experienced a severe flood in 2009 that has been linked to anomalous SSTs in the tropical Atlantic (Foltz et al., 2012).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Foltz et al., 2012 source
  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given

    Strong and societally relevant variability occurs on seasonal to multidecadal timescales in the tropical Atlantic.

    “Strong and societally relevant variability occurs on seasonal to multidecadal timescales.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Premisenone given

    The tropical Atlantic is home to multiple coupled climate variations covering a wide range of timescales and impacting societally relevant phenomena such as continental rainfall, Atlantic hurricane activity, oceanic biological productivity, and atmospheric circulation in the equatorial Pacific.

    “The tropical Atlantic is home to multiple coupled climate variations covering a wide range of timescales and impacting societally relevant phenomena such as continental rainfall, Atlantic hurricane activity, oceanic biological productivity, and atmospheric circulation in the equatorial Pacific.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    The tropical Atlantic includes two major eastern boundary upwelling systems that support some of the world's most productive fisheries: the Canary and the Benguela.

    “The tropical Atlantic includes two major eastern boundary upwelling systems that support some of the world's most productive fisheries: the Canary and the Benguela (Chaigneau et al., 2009).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Chaigneau et al., 2009 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The tropical Atlantic receives about 25% of the global riverine freshwater discharge from three large rivers (Amazon, Congo, and Orinoco).

    “The tropical Atlantic receives about 25% of the global riverine freshwater discharge from three large rivers (Amazon, Congo, and Orinoco; Dai and Trenberth, 2002).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Dai and Trenberth, 2002

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Theory and numerical models predict that as SST rises, the maximum potential intensity that storms can reach will increase, enabling more powerful hurricanes.

    “Theory and numerical models predict that as SST rises, the maximum potential intensity that storms can reach will increase, enabling more powerful hurricanes (Emanuel, 1999;Elsner et al., 2008).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Emanuel, 1999 source
    • cites Elsner et al., 2008 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Uptake of anthropogenic CO2 by the ocean regulates atmospheric CO2 concentration but also leads to ocean acidification, with significant but poorly understood consequences for marine organisms and ecosystems.

    “While uptake of anthropogenic CO 2 by the ocean regulates the atmospheric CO 2 concentration, it also leads to ocean acidification, with significant but poorly understood consequences for marine organisms and ecosystems (Feely et al., 2004;Bates, 2007).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Feely et al., 2004 source
    • cites Bates, 2007 source
  • May combine two claims.

    Premisecitation

    A positive AMM favors an earlier migration of the ITCZ northward during April-May, shortening the rainfall season over the Amazon region and Brazilian Northeast and leading to severe droughts over the Northeast.

    “A positive AMM favors an earlier migration of the ITCZ northward during April-May, shortening the rainfall season over the Amazon region and Brazilian Northeast and leading to severe droughts over the Northeast (Figures 4B,C; Nobre and Shukla, 1996;Hastenrath, 2006;Kucharski et al., 2008;Liebmann and Mechoso, 2011;Rodrigues et al., 2011).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Nobre and Shukla, 1996

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Hastenrath, 2006 source
    • cites Kucharski et al., 2008 source
  • May combine two claims.

    Premisecitation

    The frequency of extreme El Niño and La Niña events is likely to increase, which will affect the tropical North Atlantic ocean-atmosphere system.

    “The frequency of extreme El Niño and La Niña events is likely to increase (Cai et al., 2014(Cai et al., , 2015a,b,b), which will affect the tropical North Atlantic ocean-atmosphere system.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Cai et al., 2014 source
    • cites Cai et al., 2015a,b

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    Satellites cannot retrieve variables a few meters above the sea surface and instead rely on empirically derived algorithms applied to total-column water vapor or precipitable water.

    “This is mainly because satellites cannot retrieve the variables a few meters above the sea surface and instead rely on empirically derived algorithms applied to total-column water vapor or precipitable water (Liu et al., 1991).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Liu et al., 1991 source
  • May combine two claims.

    Premisecitation

    These dead-zone events act to intensify the OMZ in the upper 200 m and have severe direct impacts on the local ecosystem.

    “These events act to intensify the OMZ in the upper 200 m and have severe direct impacts on the local ecosystem (Schütte et al., 2016b).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Schütte et al., 2016b

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    The eastern tropical Atlantic on both sides of the equator is occupied by OMZs, which result from sluggish ventilated shadow zones situated equatorward of the subtropical gyres.

    “The eastern tropical Atlantic on both sides of the equator is occupied by OMZs, which result from sluggish ventilated shadow zones (Luyten et al., 1983) situated equatorward of the subtropical gyres.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Luyten et al., 1983 source
  • May combine two claims.

    Premisecitation

    Coupled model simulations indicate a general warming in the tropical Atlantic, with reduced seasonal cycle and interannual variability, in response to an AMOC weakening.

    “Coupled model simulations indicate a general warming in the tropical Atlantic, with reduced seasonal cycle and interannual variability, in response to an AMOC weakening (Chang et al., 2008).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Chang et al., 2008 source
  • May combine two claims.

    Premisecitation

    These waves significantly contribute to the upper-ocean heat and freshwater budgets through their influence on horizontal and vertical mixing and provide energy to EDJs via downward propagating Yanai beams.

    “These waves significantly contribute to the upper-ocean heat and freshwater budgets through their influence on horizontal and vertical mixing (Foltz et al., 2003;Jochum et al., 2004;Hummels et al., 2013) and provide energy to EDJs via downward propagating Yanai beams (Tuchen et al., 2018).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Foltz et al., 2003 source
    • cites Jochum et al., 2004 source
    • cites Hummels et al., 2013 source
  • May combine two claims.

    Premisecitation

    Eddies are generated in the eastern side of the basin connecting the eastern boundary upwelling systems with the open oceans, transporting oxygen-poor and nutrient-rich waters into the oligotrophic ocean and impacting the mean state.

    “Eddies are generated in the eastern side of the basin connecting the eastern boundary upwelling systems with the open oceans, transporting oxygenpoor and nutrient-rich waters into the oligotrophic ocean and impacting the mean state (Schütte et al., 2016a,b).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Schütte et al., 2016a,b

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    The AMOC and STCs are basin-wide and regional circulations that are influenced by and interact with the circulation in the tropical Atlantic and affect tropical Atlantic climate and extreme weather.

    “The Atlantic Meridional Overturning Circulation (AMOC) and subtropical cells (STCs) are examples of basin-wide and regional circulations, respectively, that are influenced by and interact with the circulation in the tropical Atlantic and affect tropical Atlantic climate and extreme weather (Zhang et al., 2003;Knight et al., 2005;Zhang and Delworth, 2006).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Zhang et al., 2003 source
    • cites Knight et al., 2005 source
    • cites Zhang and Delworth, 2006 source
  • May combine two claims.

    Premisecitation

    These coupled climate model biases have received much attention but seen little improvement.

    “These biases have received much attention but seen little improvement (Davey et al., 2002;Richter and Xie, 2008;Richter et al., 2014b;Giarolla et al., 2015;Zuidema et al., 2016b).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Davey et al., 2002 source
    • cites Richter and Xie, 2008 source
    • cites Richter et al., 2014b

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    Upwelling in the Benguela region is driven by southerly winds associated with the Benguela low-level coastal jet, with oceanic currents and the location of the Angola-Benguela frontal zone sensitive to the jet's wind-stress curl.

    “Upwelling is driven by southerly winds associated with the Benguela low-level coastal jet, with oceanic currents and the location of the Angola-Benguela frontal zone sensitive to the jet's wind-stress curl (Colberg and Reason, 2006;Fennel et al., 2012).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Colberg and Reason, 2006 source
    • cites Fennel et al., 2012 source
  • May combine two claims.

    Premisenone given

    Models typically produce too weak of a cold tongue that also appears too late in the year, while placing cool SST in the western equatorial Atlantic warm pool.

    “Models typically produce too weak of a cold tongue that also appears too late in the year, while placing cool SST in the western equatorial Atlantic warm pool, defined as the area with SSTs above 28.5 • C.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Another factor that may contribute to the cold tongue bias is insufficient representation of the oceanic thermocline, which may be related to deficiencies in vertical mixing parameterizations.

    “Another factor that may contribute to the cold tongue bias is insufficient representation of the oceanic thermocline (Hazeleger and Haarsma, 2005;Xu et al., 2014b), which may be related to deficiencies in vertical mixing parameterizations.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Hazeleger and Haarsma, 2005 source
    • cites Xu et al., 2014b

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    The warm SST bias in the Benguela coastal upwelling region is more severe than that at the equator, exceeding 2.5°C in the multi-model average of AOGCMs from CMIP5.

    “The warm SST bias in the Benguela coastal upwelling region (Figure 9) is more severe than that at the equator, exceeding 2.5 • C in the multi-model average of atmosphereocean general circulation models (AOGCMs) from the Coupled Model Intercomparison Project Phase 5 (CMIP5; Toniazzo and Woolnough, 2014;Richter, 2015;Zuidema et al., 2016a).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Toniazzo and Woolnough, 2014 source
    • cites Richter, 2015 source
    • cites Zuidema et al., 2016a

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    This introduces a positive feedback: the warmer ocean surface reduces the lower tropospheric stability that maintains the low cloud deck, further reducing the low cloud cover.

    “This introduces a positive feedback: the warmer ocean surface reduces the lower tropospheric stability that maintains the low cloud deck (Klein and Hartmann, 1993;Huang et al., 2007;Hu et al., 2008), further reducing the low cloud cover.”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Klein and Hartmann, 1993

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Huang et al., 2007 source
    • cites Hu et al., 2008

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisenone given

    The present tropical mooring array provides invaluable time series for evaluation of models and assimilation systems, with the latter primarily impacted in the region of the moorings.

    “The present tropical mooring array provides invaluable time series for evaluation of models and assimilation systems, the latter being primarily impacted in the region of the moorings.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given

    Measurements of temperature and salinity in the deep ocean and surface atmospheric pressure appear to be top priorities for improving operational data assimilation and ocean state estimates.

    “Measurements of temperature and salinity in the deep ocean and surface atmospheric pressure appear to be top priorities for improving operational data assimilation and ocean state estimates.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The atmospheric component of the coupled models is the primary culprit for the Southeast Atlantic warm SST bias, with the ocean playing a vital but secondary role.

    “This suggests the atmospheric component of the coupled models is the primary culprit (Lauer and Hamilton, 2013), with the ocean playing a vital but secondary role (Richter, 2015).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Lauer and Hamilton, 2013 source
    • cites Richter, 2015 source
  • May combine two claims.

    Premisenone given

    In many regions of the tropical Atlantic, the rate at which pH is declining, its causes, and its impacts on CaCO3 shell-forming species are not well known.

    “In many regions of the tropical Atlantic, the rate at which pH is declining, its causes, and its impacts on CaCO 3 shell-forming species are not well known.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Premisenone given

    The high temporal sampling rates of moorings are not exploited in most current assimilation systems, and the mooring impact could potentially be larger with better adapted and more advanced assimilation systems.

    “The high temporal sampling rates of moorings are not exploited in most current assimilation systems, and the mooring impact could potentially be larger with better adapted and more advanced assimilation systems.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Fish stock assessment models have developed quantitative methods to optimize the population dynamics parameters of exploited species based mainly on catch and fishing effort data, and in some cases tagging data.

    “Fish stock assessment models have developed quantitative methods to optimize the population dynamics parameters of exploited species based mainly on catch and fishing effort data, and in some cases tagging data (Maunder and Punt, 2013).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Maunder and Punt, 2013 source
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    OMZs are expected to strengthen the biological carbon pump, as surface-produced organic matter is better preserved due to oxygen deficiency.

    “OMZs are expected to strengthen the biological carbon pump, as surface-produced OM is better preserved due to oxygen deficiency.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    There have been some successful attempts to assimilate microwave data from SMOS, Aquarius, and SMAP satellites to correct SSS.

    “There have been some successful attempts to assimilate microwave data from the Soil Moisture and Ocean Salinity (SMOS), Aquarius, and Soil Moisture Active Passive (SMAP) satellites to correct SSS (Martin, 2016).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Martin, 2016 source
  • May combine two claims.

    Premisecitation

    A single mooring at 11S,13E has been recording since 2013, showing a weak and highly variable southward flow of the Angola Current.

    “The mooring consists of an ADCP covering the upper 500 m at 11 • S, 13 • E and has been recording data since 2013, showing a weak and highly variable southward flow of the Angola Current (Kopte et al., 2018).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Kopte et al., 2018 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    Precipitation at the ocean's surface is retrieved from variables highly correlated with rainfall, including infrared and microwave brightness temperature, and visible and near-infrared albedo.

    “Precipitation at the ocean's surface is retrieved from variables that are highly correlated with rainfall, including infrared and microwave brightness temperature, as well as visible and nearinfrared albedo.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    PIRATA has supported biogeochemical measurements: since 2006 at 6S,10W and since 2008 at 8N,38W, CARIOCA sensors have measured fCO2 at about 1 m; in 2017 a new CARIOCA sensor was implemented at 6S,8E.

    “Since 2006 at 6 • S, 10 • W and since 2008 at 8 • N, 38 • W, CO 2 Carbon Interface Ocean Atmosphere (CARIOCA) sensors have been measuring the fugacity of CO 2 (fCO 2 ) at a depth of about 1 m.In 2017, a new CARIOCA sensor was implemented at 6 • S, 8 • E.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premiseown data

    GO-SHIP conducts high-quality, full-depth measurements in the global ocean approximately once per decade, measuring many physical, chemical, and biological variables including heat, freshwater, carbon, oxygen, nutrients, and transient tracers.

    “The Global Ocean Ship-based Hydrographic Investigations Program (GO-SHIP) conducts high-quality, full-depth measurements in the global ocean approximately once per decade (Figure 10).The measurements have high spatial and vertical resolutions and measure many different physical, chemical, and biological variables, including heat, freshwater, carbon, oxygen, nutrients and transient tracers.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    In situ data are critical for validating and calibrating satellite retrievals, and satellite data are useful for filling temporal gaps in mooring surface data and for providing information to fill large spatial gaps between moorings and other in situ surface measurements.

    “In situ data are critical for validating and calibrating satellite retrievals, and satellite data are useful for filling temporal gaps in mooring surface data and for providing information to fill the large spatial gaps between moorings and other in situ surface measurements.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    All PIRATA moorings measure ocean temperature in the upper 500 m, salinity in the upper 120 m, and near-surface air temperature, relative humidity, wind velocity, rainfall, and incident shortwave radiation.

    “All moorings measure ocean temperature in the upper 500 m, salinity in the upper 120 m, and near-surface air temperature, relative humidity, wind velocity, rainfall, and incident shortwave radiation.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Near-surface air humidity and temperature cannot be retrieved directly by satellites; they are estimated from satellite-measured total column water vapor or total precipitable water using passive microwave radiometers.

    “Near-surface air humidity and temperature cannot be retrieved directly by satellites.Instead, these variables are estimated from satellite-measured total column water vapor or total precipitable water (PW) (Liu, 1986;Liu et al., 1991) using passive microwave radiometers such as Special Sensor Microwave Imager and Sounder (SSM/I and SSMIS, respectively), AMSR-E, and AMSR-2.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Liu, 1986 source
    • cites Liu et al., 1991 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Beginning in 2014, all PIRATA buoys have been equipped with acoustic receivers at a depth of 200 m as a contribution to the Ocean Tracking Network.

    “Beginning in 2014, all buoys have been equipped with acoustic receivers at a depth of 200 m as a contribution to the Ocean Tracking Network (OTN 8 ).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationnone given

    Moorings do not resolve well the equatorial waveguide, especially meridionally, or the southeastern tropical Atlantic, where there are large SST signals associated with Benguela Niños, model biases, and complex ocean-atmosphere interactions.

    “Moorings also do not resolve well the equatorial waveguide, especially meridionally, or the southeastern tropical Atlantic, where there are large SST signals associated with Benguela Niños, model biases, and complex ocean-atmosphere interactions involving winds, currents, SST, clouds, and aerosols.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    Most satellites provide measurements in real-time or near real-time, and records for many parameters extend back at least 20 years.

    “Most satellites provide measurements in real-time or near real-time, and the records for many parameters extend back at least 20 years.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Pollutants such as mercury and plastics can negatively impact ecosystems, and emerging contaminants such as gadolinium, silver, and platinum need close attention, as their fate, toxicity and distributions are not well known.

    “Pollutants such as mercury and plastics can negatively impact ecosystems, and emerging contaminants such as gadolinium, silver, and platinum need close attention, as their fate, toxicity and distributions are not well known (Hatje et al., 2018;Henderson et al., 2018).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Hatje et al., 2018 source
    • cites Henderson et al., 2018 source
  • May combine two claims.

    Interpretationnone given

    Moored surface buoys have even coarser horizontal and vertical resolutions than Argo, but uniquely make colocated high-temporal-resolution measurements of the upper ocean and near-surface atmosphere.

    “Moored surface buoys have even coarser horizontal and vertical resolutions than Argo, but uniquely make colocated high-temporal-resolution measurements of the upper ocean and near-surface atmosphere.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    In 2017 and 2018, full-depth CTD-O2-ADCP casts, along with water sample analyses of salinity, O2, pH, nutrients, and trace elements, were performed during western Atlantic PIRATA servicing cruises.

    “In 2017 and 2018, full-depth CTD-O 2 -ADCP casts, along with water sample analyses of salinity, O 2 , pH, nutrients, and trace elements, were performed during the western Atlantic PIRATA servicing cruises.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Equatorially forced waves propagate along the southwestern African coast, triggering substantial thermocline, halocline, and nutricline displacements and affecting the local marine ecosystems balance, while tropical nutrient-rich and low-oxygen water masses may occasionally penetrate southward over large distances along the coast.

    “Equatorially forced waves propagate along the southwestern African coast, triggering substantial thermocline, halocline, and nutricline displacements and affecting the local marine ecosystems balance, while tropical nutrient-rich and low-oxygen water masses may occasionally penetrate southward over large distances along the coast.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    A transition to next-generation T-Flex moorings began in 2015; currently 10 PIRATA buoys have been upgraded and the remaining eight will follow.

    “A transition to the next-generation tropical flex moorings (T-Flex) began in 2015.Currently, 10 PIRATA buoys have been upgraded and the remaining eight will follow (Figure 2).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    Multi-frequency transects collected during regular maintenance cruises of the PIRATA network since 2015 are a key piece of a growing acoustic network for estimating global biomass of micronekton.

    “Multi-frequency transects collected during the regular maintenance cruises of the PIRATA network since 2015 are a key piece of a growing acoustic network for estimating the global biomass of micronekton, one of the less known components of the ocean ecosystem.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisenone given

    In the tropical North Atlantic, PIRATA moorings are located in the central and eastern basin (east of 40W), where seasonal and interannual SST signals are largest, especially those associated with the AMM and AZM.

    “In the tropical North Atlantic, PIRATA moorings are located in the central and eastern basin (east of 40 • W), where seasonal and interannual SST signals are largest, especially those associated with the AMM and AZM.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    The vertical spacing of temperature sensors on PIRATA moorings varies, typically 5-20 m in the upper 40 m, with 20 m intervals down to 140 m and 40-200 m resolution between 140 and 500 m.

    “The vertical spacing of temperature sensors varies between moorings and is typically 5-20 m in the upper 40 m, with 20 m intervals down to 140 m and 40-200 m resolution between 140 and 500 m.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationnone given

    Argo provides subsurface information, but at coarser horizontal resolution than satellites.

    “In contrast, Argo provides subsurface information, but at coarser horizontal resolution than satellites.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). The quote only partly states this claim.

    Premisenone given

    Several PIRATA moorings also measure downward longwave radiation, atmospheric pressure, and ocean currents at a depth of 10 m or 12 m.

    “Several moorings also measure downward longwave radiation, atmospheric pressure, and ocean currents at a depth of 10 m or 12 m.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisereasoning

    By combining data from several satellites with in situ measurements, daily maps of SST at high spatial resolution (0.25° or better) are possible going back to 1997.

    “By combining data from several satellites with in situ measurements, daily maps of SST at high spatial resolution (0.25 • or better) are possible going back to 1997, when microwave measurements started.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    There are currently approximately 4000 Argo floats in the global ocean, and about 800 floats must be deployed each year to maintain the array.

    “Measurements began in the early 2000's and there are currently approximately 4000 floats in the global ocean.About 800 floats must be deployed each year to maintain the array.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    NTAS has been operational since 2001 and measures the same parameters as PIRATA plus ocean currents from a point meter at 10 m and an upward-looking ADCP at 100 m, and enhanced vertical resolutions of temperature and salinity.

    “NTAS has been operational since 2001 and measures the same parameters as the PIRATA buoys (surface meteorology including longwave radiation and atmospheric pressure), plus ocean currents from a point meter at 10 m and an upward-looking ADCP at 100 m, and enhanced vertical resolutions of temperature and salinity.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationcitation

    The vertical resolutions of temperature sensors on PIRATA moorings are not high enough to resolve the vertical structure of the mixed layer diurnal cycle, which can affect the mean state climate and vertical mixing.

    “However, the vertical resolutions of temperature sensors on PIRATA moorings are not high enough to resolve the vertical structure of the mixed layer diurnal cycle, which can affect the mean state climate and vertical mixing (Ham et al., 2009;Hummels et al., 2013).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Ham et al., 2009 source
    • cites Hummels et al., 2013 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    GDP observations from buoys drogued at 15 m were first collected in the tropical Atlantic in 1990, and the array was sustained beginning in 1997.

    “Global Drifter Program (GDP) observations from buoys drogued at 15 m were first collected in the tropical Atlantic in 1990, and the array was sustained beginning in 1997 (Figure 2).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisereasoning

    Scatterometers measure effects of centimeter-scale roughness caused by surface stress, but present retrieval algorithms generate estimates of surface wind, not wind stress, because there are no suitable surface wind stress ground-truths for calibration.

    “Scatterometers measure the effects of centimeterscale roughness caused by surface stress, but the present retrieval algorithms generate estimates of surface wind, not wind stress, because there are no suitable surface wind stress ground-truths for calibration.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The deep Argo array currently consists of 69 floats, 9 of which are in the tropical Atlantic; the project's goal is to deploy 1228 deep Argo floats globally.

    “The deep Argo array currently consists of 69 floats, 9 of which are in the tropical Atlantic (Figure 2B).The project's goal is to deploy 1228 deep Argo floats globally, each with the ability to measure temperature, salinity, and pressure to within ±0.001 • C, ±0.002 psu, and ± 3 dbar, respectively, improving on the standard float accuracies of temperature and salinity.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Zilberman and Roemmich, 2017

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationnone given

    Few of the enhanced drifter observations (subsurface temperature, surface and subsurface salinity, wind velocity, directional wave spectra) are being collected by drifters in the tropical Atlantic.

    “However, few of these observations are being collected by drifters in the tropical Atlantic.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    Satellites give global coverage but only at the surface of the ocean and generally do not resolve timescales less than one day.

    “Satellites give global coverage but only at the surface of the ocean and generally do not resolve timescales less than one day.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    Conductivity on PIRATA moorings is measured with 5-20 m spacing in the upper 40 m and 20-80 m spacing down to 120 m.

    “Conductivity is additionally measured with 5-20 m spacing in the upper 40 m and 20-80 m spacing down to 120 m.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    Satellite-based SSS began in 2009 with SMOS; SSS was measured by Aquarius during 2011-2015 and is currently measured by SMAP; complete coverage of the tropical Atlantic is achieved in approximately one week at spatial resolution 1/2°-1°.

    “Satellite-based measurements of SSS began in 2009 with the launch of the SMOS sensor.SSS was measured by Aquarius during 2011-2015 and is currently measured by the SMAP radiometer.From these satellites, complete coverage of the tropical Atlantic is achieved in approximately one week at a spatial resolution of 1/2 • -1 • .”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    Other tropical Atlantic moorings include NTAS at 15N,51W, Melax at 14N,17W, CVOO at 17.6N 24.3W, and several NDBC meteorological and wave buoys.

    “Other moorings in the tropical Atlantic include the Northwest Tropical Atlantic Station for air-sea flux measurements (NTAS) at 15 • N, 51 • W, the Melax air-sea buoy in the Senegalese part of the Canary Current Upwelling System at 14 • N, 17 • W, the Cape Verde Ocean Observatory (CVOO) at 17.6 • N 24.3 • W, and several meteorological and wave buoys maintained by the National Data Buoy Center (NDB”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Premisenone given

    Traditional zooplankton sampling with nets requires extra ship time, complicating its implementation.

    “Traditional zooplankton sampling with nets requires extra ship time, complicating its implementation.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Interpretationnone given

    Proposed satellite missions such as SKIM have great potential to aid research, data assimilation, and forecasts.

    “Proposed satellite missions such as the Sea surface KInematics Multiscale monitoring of ocean surface currents (SKIM) have great potential to aid research, data assimilation, and forecasts.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Premisenone given

    Currently, there is no long-term commitment to fund these observations continuously, only to define what constitutes biogeochemical measurements and what should be measured.

    “Currently, there is no long-term commitment to fund these observations continuously, only to define what constitutes biogeochemical measurements and what should be measured.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Currently, the deep ocean (>2000 m) is very poorly sampled, severely limiting the accuracy with which AMOC, sea level rise, heat and freshwater storage, and global energy imbalance can be calculated.

    “Currently, the deep ocean (>2000 m) is very poorly sampled, severely limiting the accuracy with which these quantities can be calculated.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    The demand for information about the tropical Atlantic Ocean, including subseasonal to seasonal predictions and longer-term projections in a changing climate, is only expected to increase in the future.

    “Therefore, the demand for information about the tropical Atlantic Ocean, including subseasonal to seasonal predictions and longer-term projections in a changing climate, is only expected to increase in the future.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The tropical Atlantic represents a unique and complex mix of many interacting oceanic and climate modes of variability that fluctuate across a wide variety of timescales.
    • Rests on an assumption: A large and diverse group of human populations depends on the tropical Atlantic Ocean for sustenance and recreation and is adversely affected by climate-driven changes in precipitation patterns, extreme weather and ocean ecosystems.
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Sustaining drifter observations in the tropical Atlantic is difficult because it is a region of net surface divergence.

    “Sustaining drifter observations in the tropical Atlantic is difficult as it is a region of net surface divergence.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationreasoning

    The combination of moorings that include subsurface ocean measurements, and other platforms such as gliders and Argo, would advance knowledge and predictability of landfalling hurricanes.

    “The combination of moorings that include subsurface ocean measurements, and other platforms such as gliders and Argo, would advance knowledge and predictability of landfalling hurricanes.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The northwestern tropical Atlantic warm pool is a region through which a high percentage of landfalling hurricanes pass.
    • Rests on an assumption: There is strong upper-ocean salinity stratification in the northwestern tropical Atlantic warm pool.
    • Rests on an assumption: There are energetic mesoscale fronts and eddies in the northwestern tropical Atlantic warm pool that affect air-sea fluxes and mixing.
    • Rests on an assumption: The mesoscale fronts and eddies in the northwestern tropical Atlantic warm pool are poorly understood.
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    The tropical Atlantic observing system generates large quantities of data covering a wide range of temporal and spatial scales and across many platforms.

    “The tropical Atlantic observing system generates large quantities of data covering a wide range of temporal and spatial scales and across many platforms.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Premisenone given

    PIRATA and other fixed moorings are unique among the observing systems because they can be placed at predefined locations and do not drift.

    “PIRATA and other fixed moorings are unique among the observing systems because they can be placed at predefined locations and do not drift.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Interpretationnone given

    Augmenting moorings with barometers will aid NWP and data assimilation.

    “Augmenting moorings with barometers will aid NWP and data assimilation.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.

    Interpretationnone given

    For forecast improvements, both a long history with a record of many past events to evaluate forecast skill and reliable real-time data to initialize forecasts are critical.

    “For forecast improvements, both a long history (with a record of many past events to evaluate forecast skill) and reliable real-time data (to initialize forecasts) are critical.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    Some PIRATA cruises have only recently begun to measure biogeochemical and biological parameters such as nutrients, pH/alkalinity, and phytoplankton, while others measure only temperature, salinity, and oxygen.

    “Some PIRATA cruises have only recently begun to measure biogeochemical and biological parameters such as nutrients, pH/alkalinity, and phytoplankton, while others measure only temperature, salinity, and oxygen.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationnone given

    Augmenting the in situ observing system in the southeastern tropical Atlantic will help to improve understanding of the Atlantic Zonal Mode, Benguela Niños, and coupled model biases.

    “Augmenting the in situ observing system in the STA will help to improve understanding of the AZM, Benguela Niños, and coupled model biases.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationnone given

    In situ data provide information on the subsurface ocean and high-accuracy measurements near the air-sea interface that can be used to calibrate and validate satellite measurements and to bridge gaps between satellite missions.

    “In situ data provide information on the subsurface ocean and high-accuracy measurements near the airsea interface that can be used to calibrate and validate satellite measurements and to bridge gaps between satellite missions.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationnone given

    Continuity of satellite records is critical for maintaining basin-wide surface observations.

    “Continuity of satellite records is critical for maintaining basin-wide surface observations.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationnone given

    There are large uncertainties in surface turbulent heat fluxes derived from satellite and reanalysis data, and it is unclear how well existing bulk formulas perform, especially outside the equatorial region.

    “There are large uncertainties in surface turbulent heat fluxes derived from satellite and reanalysis data (Figure 7), and it is unclear how well existing bulk formulas perform, especially outside of the equatorial region.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationnone given

    Long records in the tropical Atlantic are extremely important for observing ocean-atmosphere variability on interannual to multidecadal timescales and changes in response to global warming.

    “These long records in the tropical Atlantic are extremely important for observing ocean-atmosphere variability on interannual to multidecadal timescales and changes in response to global warming.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    Process studies are essential to improve model parameterizations, identify new scientific phenomena, and develop and test new technologies.

    “Though not part of the sustained observing system, process studies are essential to improve model parameterizations, identify new scientific phenomena, and develop and test new technologies.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    Many important datasets remain difficult to find or are stored in formats that are difficult to read or do not contain adequate metadata.

    “However, many important datasets remain difficult to find or are stored in formats that are difficult to read or do not contain adequate metadata.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Presently, the sensor spacing on PIRATA moorings is too coarse to accurately calculate mixed layer depth, stratification beneath the mixed layer, and the vertical structure of the diurnal cycle of temperature near the surface.

    “Presently, the sensor spacing is too coarse to accurately calculate mixed layer depth, stratification beneath the mixed layer, and the vertical structure of the diurnal cycle of temperature near the surface.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    Currently, satellite retrievals of chlorophyll and ocean color are limited by clouds, especially in the ITCZ, providing additional motivation for in situ measurements in this region.

    “Currently, satellite retrievals of chlorophyll and ocean color are limited by clouds, especially in the ITCZ, providing additional motivation for in situ measurements this region.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    The most valuable data for evaluating and improving coupled ocean-atmosphere data assimilation methodologies are co-located time series of oceanic and atmospheric data from fixed-point moorings.

    “The most valuable data for evaluating and improving the methodologies are co-located time series of oceanic and atmospheric data from fixed-point moorings.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationnone given

    For ocean state estimates, the PIRATA array is too sparse and the measurements are too shallow to provide constraints on the deeper ocean.

    “For ocean state estimates, the PIRATA array is too sparse and the measurements are too shallow to provide constraints on the deeper ocean.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    Measurements from a single-point current meter and a downwelling longwave radiation sensor on every mooring are needed to compute temperature and salinity advection and the net surface heat flux, important components of the mixed layer heat and salinity budgets.

    “These measurements are needed to compute temperature and salinity advection and the net surface heat flux, important components of the mixed layer heat and salinity budgets.”
    Quote in the paperSubstantial claim
131 of 131
  • The paper relies on this without support.

    Many developing countries surrounding the tropical Atlantic Ocean face societal challenges that are compounded by climate variability and change.

    “Many developing countries surrounding the tropical Atlantic Ocean face societal challenges that are compounded by climate variability and change (Figure 1).”
  • The paper relies on this without support.

    There are new emerging threats that will require additional scientific knowledge and monitoring capabilities.

    “There are new emerging threats that will require additional scientific knowledge and monitoring capabilities.”
  • The paper relies on this without support.

    The increasing occurrence of weather and climate extremes and tipping points in ocean biogeochemistry and ecosystems is occurring.

    “These include the increasing occurrence of weather and climate extremes and tipping points in ocean biogeochemistry and ecosystems.”
  • The paper relies on this without support.

    The tropical Atlantic observing system is not designed to resolve all important spatial and temporal scales of variability.

    “The tropical Atlantic observing system is not designed to resolve all important spatial and temporal scales of variability.”
  • The paper relies on this without support.

    The observing needs for biogeochemistry, ecosystems, and pollution (long time series of key variables, monitoring pollutants, and fish surveys) are real and unmet.

    “The observing needs for biogeochemistry, ecosystems, and pollution include the development of long time series of key variables such as oxygen, CO 2 , chlorophyll, nutrients, and commercial and endangered species, for monitoring and understanding seasonal, interannual, decadal, and longer timescale changes.”
  • The paper relies on this without support.

    The tropical Atlantic observing system's data are used for monitoring, understanding, and predicting weather, climate, and ecosystems.

    “This is important not only to increase the usability of the data for advancement of scientific knowledge, but also to improve data assimilation and predictability of weather, climate, and ecosystems.”
  • The paper relies on this without support.

    The leading theories of what generates coupled model biases are sufficiently reliable to guide observing system design.

    “Based on the leading theories of what generates coupled model biases, such an improved system may include (1) arrays of nearcoastal buoys and ocean gliders in the Benguela upwelling region, (2) multiplatform measurements of turbulent mixing and the processes that drive it in the equatorial Atlantic, (3) direct measurements of turbulent and radiative air-sea fluxes in the northeastern and”
  • The paper relies on this without support.

    The northwestern tropical Atlantic warm pool is a region through which a high percentage of landfalling hurricanes pass.

    “The AWP is a region through which a high percentage of landfalling hurricanes pass.”
  • The paper relies on this without support.

    There is strong upper-ocean salinity stratification in the northwestern tropical Atlantic warm pool.

    “There is strong upper-ocean salinity stratification and energetic mesoscale fronts and eddies that affect air-sea fluxes and mixing and yet are poorly understood.”
  • The paper relies on this without support.

    There are energetic mesoscale fronts and eddies in the northwestern tropical Atlantic warm pool that affect air-sea fluxes and mixing.

    “There is strong upper-ocean salinity stratification and energetic mesoscale fronts and eddies that affect air-sea fluxes and mixing and yet are poorly understood.”
  • The paper relies on this without support.

    The mesoscale fronts and eddies in the northwestern tropical Atlantic warm pool are poorly understood.

    “There is strong upper-ocean salinity stratification and energetic mesoscale fronts and eddies that affect air-sea fluxes and mixing and yet are poorly understood.”
  • The paper relies on this without support.

    The measurements of micronekton collected during the regular maintenance cruises of the PIRATA network are one of the less known components of the ocean ecosystem.

    “The measurements of micronekton collected during the regular maintenance cruises of the PIRATA network are one on the less known components of the ocean ecosystem.”
  • The paper relies on this without support.

    Plastics have detrimental impacts on ecosystems.

    “Routine measurements of plastics during repeated PIRATA services cruises are also highly recommended, given their detrimental impacts on ecosystems.”
  • The paper relies on this without support.

    Process studies often measure many variables at high resolution for a limited amount of time.

    “Process studies often measure many variables at high resolution for a limited amount of time.”
  • The paper relies on this without support.

    PIRATA resolves the fast zonal propagation of oceanic signals along the equator.

    “PIRATA resolves the fast zonal propagation of oceanic signals along the equator, while at off-equatorial locations they provide essential measurements across a wide range of climate regimes.”
  • The paper relies on this without support.

    At off-equatorial locations, PIRATA provides essential measurements across a wide range of climate regimes.

    “PIRATA resolves the fast zonal propagation of oceanic signals along the equator, while at off-equatorial locations they provide essential measurements across a wide range of climate regimes.”
  • The paper relies on this without support.

    The low-wind, high-rainfall ITCZ is one of the climate regimes sampled by PIRATA.

    “These include the lowwind, high-rainfall ITCZ; the northeastern and southeastern areas with cool SSTs, low clouds, and large concentrations of aerosols; and the northwestern tropical Atlantic, characterized by strong upper-ocean salinity stratification, energetic mesoscale variability, and poorly understood shallow convection in the atmosphere.”
  • The paper relies on this without support.

    The northeastern and southeastern areas have cool SSTs, low clouds, and large concentrations of aerosols.

    “These include the lowwind, high-rainfall ITCZ; the northeastern and southeastern areas with cool SSTs, low clouds, and large concentrations of aerosols; and the northwestern tropical Atlantic, characterized by strong upper-ocean salinity stratification, energetic mesoscale variability, and poorly understood shallow convection in the atmosphere.”
  • The paper relies on this without support.

    The northwestern tropical Atlantic is characterized by strong upper-ocean salinity stratification, energetic mesoscale variability, and poorly understood shallow convection in the atmosphere.

    “These include the lowwind, high-rainfall ITCZ; the northeastern and southeastern areas with cool SSTs, low clouds, and large concentrations of aerosols; and the northwestern tropical Atlantic, characterized by strong upper-ocean salinity stratification, energetic mesoscale variability, and poorly understood shallow convection in the atmosphere.”
  • The paper relies on this without support.

    The tropical Atlantic represents a unique and complex mix of many interacting oceanic and climate modes of variability that fluctuate across a wide variety of timescales.

    “The tropical Atlantic represents a unique and complex mix of many interacting oceanic and climate modes of variability that fluctuate across a wide variety of timescales.”
  • The paper relies on this without support.

    A large and diverse group of human populations depends on the tropical Atlantic Ocean for sustenance and recreation and is adversely affected by climate-driven changes in precipitation patterns, extreme weather and ocean ecosystems.

    “A large and diverse group of human populations depends on the tropical Atlantic Ocean for sustenance and recreation and is adversely affected by climate-driven changes in precipitation patterns, extreme weather and ocean ecosystems.”
  • The paper relies on this without support.

    There has been substantial progress in building and maintaining the sustained observing system over the past 20 years.

    “There has been substantial progress in building and maintaining the sustained observing system over the past 20 years.”
  • The paper relies on this without support.

    The tropical Atlantic is strongly influenced by conditions in the Pacific and Indian Oceans as well as the extratropical North and South Atlantic.

    “The tropical Atlantic is strongly influenced by conditions in the Pacific and Indian Oceans as well as the extratropical North and South Atlantic.”
23 of 23

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Conflicting start dates for tropical Atlantic drifter measurements

    Minor

    The text says drifter observations were first collected in the tropical Atlantic in 1990, but the Figure 10 caption says measurements there began in 1997. The text identifies 1997 as the start of the sustained array, not the first measurements.

1 of 1

Cites

Flagged first, then by citations

1 of the 385 references couldn’t be matched to a known paper.

Research works printed but not linked: 12

  1. Bretagnon, 2018, Inférence De l’activité Biogéochimique Dans La Zone de Minimum d’Oxygène du Pérou
  2. Liu, 1996, Equivalent Neutral Wind., 17
  3. Nicholson, 2000, An analysis of recent rainfall conditions in West Africa, including the rainy seasons of the 1997 El Nino and the 1998 La Nina years., J. Clim., 13, 2628, 10.1175/1520-0442(2000)013<2628:AAORRC>2.0.CO;2 · DOI
  4. Reynolds, 2002, An improved in situ and satellite SST analysis for climate., J. Clim., 15, 1609, 10.1175/1520-0442(2002)015<1609:AIISAS>2.0.CO;2 · DOI
  5. Ruiz-Barradas, 2000, Structure of interannual-to-decadal climate variability in the tropical Atlantic sector., J. Clim., 13, 3285, 10.1175/1520-0442(2000)013<3285:SOITDC>2.0.CO;2 · DOI
  6. Sultan, 2003, The West African monsoon dynamics. Part II: the “preonset” and “onset” of the summer monsoon., J. Clim., 16, 3407, 10.1175/1520-0442(2003)016<3407:TWAMDP>2.0.CO;2 · DOI
  7. Visbeck, 2015, More integrated and more sustainable atlantic ocean observing system (AtlantOS)., CLIVAR Exch., 67, 18
  8. Wallace, 1989, The influence of sea- surface temperature on surface wind in the eastern equatorial Pacific: seasonal and interannual variability., J. Clim., 2, 1492, 10.1175/1520-0442(1989)002<1492:TIOSST>2.0.CO;2 · DOI
  9. Xie, 2004, Tropical Atlantic variability: patterns, mechanisms, and impacts, Earth’s Climate
  10. Young, 1987, Boundary Layer Dynamics of Tropical and Monsoonal Flows. Monsoon Meteorology., 461
  11. Zebiak, 1993, Air–sea interaction in the equatorial Atlantic region., J. Climate, 6, 1567, 10.1175/1520-0442(1993)006<1567:AIITEA>2.0.CO;2 · DOI · Paper page
  12. Zilberman, 2017, The argo program samples the deep ocean., US CLIVAR Variat., 2, 29

Cited by

Sorted by citations

Authors
Foltz, G. R., Brandt, P., Richter, I., Rodríguez-Fonseca, B., Hernandez, F., Dengler, M., Rodrigues, R. R., Schmidt, J. O., Yu, L., Lefevre, N., Da Cunha, L. C., McPhaden, M. J., Araujo, M., Karstensen, J., Hahn, J., Martín-Rey, M., Patricola-DiRosario, C. M., Poli, P., Zuidema, P., Hummels, R., Perez, R. C., Hatje, V., Lübbecke, J. F., Polo, I., Lumpkin, R., Bourlès, B., Asuquo, F. E., Lehodey, P., Conchon, A., Chang, P., Dandin, P., Schmid, C., Sutton, A., Giordani, H., Xue, Y., Illig, S., Losada, T., Grodsky, S. A., Gasparin, F., Lee, T., Mohino, E., Nobre, P., Wanninkhof, R., Keenlyside, N., Garcon, V., Sánchez-Gómez, E., Nnamchi, H. C., Drévillon, M., Storto, A., Remy, E., Lazar, A., Speich, S., Goes, M., Dorrington, T., Johns, W. E., Moum, J. N., Robinson, C., Perruche, C., de Souza, R. B., Gaye, A. T., López-Parages, J., Monerie, P.-A., Castellanos, P., Benson, N. U., Hounkonnou, M. N., Duhá, J. T., Laxenaire, R., & Reul, N.
Venue
Frontiers in Marine Science
Published
2019-05-10
Volume
6
ISSN
2296-7745 (ISSN-L)
OpenAlex
W2941834759
Cited by
150
References
385
Citations by year
2026: 5 · 2025: 12 · 2024: 20 · 2023: 28 · 2022: 22 · 2021: 27 · 2020: 28 · 2019: 8
FWCI
11.56
Type
journal article
Language
en
Open access
Locations
  • Frontiers in Marine Science (publishedVersion, cc-by)
  • DIGITAL.CSIC (Spanish National Research Council (CSIC)) (acceptedVersion, cc-by)
  • Helmholtz Centre for Ocean Research Kiel (GEOMAR) (acceptedVersion, other-oa)
  • UEA Digital Repository (University of East Anglia) (acceptedVersion, cc-by)
  • CentAUR (University of Reading) (acceptedVersion)
  • HAL (Le Centre pour la Communication Scientifique Directe) (submittedVersion, cc-by)
  • eScholarship (California Digital Library) (submittedVersion, cc-by)
  • OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) (submittedVersion, cc-by)
  • Docta Complutense (Universidad Complutense de Madrid) (submittedVersion, cc-by)
  • HAL (Le Centre pour la Communication Scientifique Directe) (submittedVersion)
  • Institutional Archive of Ifremer (French Research Institute for Exploitation of the Sea) (submittedVersion, other-oa)
  • NORA - Norwegian Open Research Archives (submittedVersion, cc-by)
  • Open Access Server of the Woods Hole Scientific Community (Woods Hole Scientific Community) (submittedVersion, cc-by)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
  • eScholarship (California Digital Library) (submittedVersion)
  • NOAA Institutional Repository (submittedVersion, cc-by)
  • Biblioteca Digital da Memória Científica do INPE (National Institute for Space Research) (submittedVersion)
Funders
National Oceanic and Atmospheric Administration
Topics
  • Physical Sciences › Earth and Planetary Sciences › Oceanography › Oceanographic and Atmospheric Processes
  • Physical Sciences › Environmental Science › Global and Planetary Change › Climate variability and models
  • Physical Sciences › Earth and Planetary Sciences › Oceanography › Marine and coastal ecosystems
Keywords
PIRATA, ocean observing systems, Atlantic meridional overturning circulation, multidecadal variability, interannual to decadal variability, climate change, air-sea CO2 flux, Amazon River plume, eastern boundary upwelling, equatorial upwelling, hurricanes, ocean biogeochemistry, vertical mixing, data sharing

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-16.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-16.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

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