Breeding crop plants with deep roots: their role in sustainable carbon, nutrient and water sequestration
Open accessAbstract
BACKGROUND: The soil represents a reservoir that contains at least twice as much carbon as does the atmosphere, yet (apart from 'root crops') mainly just the above-ground plant biomass is harvested in agriculture, and plant photosynthesis represents the effective origin of the overwhelming bulk of soil carbon. However, present estimates of the carbon sequestration potential of soils are based more on what is happening now than what might be changed by active agricultural intervention, and tend to concentrate only on the first metre of soil depth. SCOPE: Breeding crop plants with deeper and bushy root ecosystems could simultaneously improve both the soil structure and its steady-state carbon, water and nutrient retention, as well as sustainable plant yields. The carbon that can be sequestered in the steady state by increasing the rooting depths of crop plants and grasses from, say, 1 m to 2 m depends significantly on its lifetime(s) in different molecular forms in the soil, but calculations (http://dbkgroup.org/carbonsequestration/rootsystem.html) suggest that this breeding strategy could have a hugely beneficial effect in stabilizing atmospheric CO(2). This sets an important research agenda, and the breeding of plants with improved and deep rooting habits and architectures is a goal well worth pursuing.
AI snapshot
Written from the paper’s full text.
TL;DR
This review argues that breeding crop plants with deeper, bushier root systems could simultaneously improve soil carbon, nutrient and water retention while supporting sustainable yields. Using literature synthesis and simple calculations, it suggests that doubling root depth from about 1 m to 2 m could make a significant beneficial contribution to lowering atmospheric CO₂.
Key findings
- Soil contains at least twice as much carbon as the atmosphere and three times that in vegetation; increasing soil carbon in the steady state by just 15% would lower atmospheric CO₂ by 30%.
- Most cultivated agricultural crops have roots that do not extend much beyond 1 m, whereas 2 m is not uncommon for angiosperms, and at least five widely cultivated crop plants can produce roots exceeding 2 m.
- Increasing root mass by an extra 1 m depth with just 1% carbon by volume equates to 10 kg m⁻² (100 t ha⁻¹), or on average 5 kg m⁻² (50 t ha⁻¹) if it turns over every 2 years; an extra 2% carbon over an extra 1 m equals 20 kg m⁻² (200 t ha⁻¹), or 100 t ha⁻¹ fixed on average in the steady state if the average carbon lifetime is 2 years.
- To mop up fossil fuel carbon emissions of 8.4 Gt year⁻¹ at 50 t ha⁻¹ would require 1.6 × 10⁸ ha or 1.6 × 10⁶ km², compared with 41.4 × 10⁶ km² of rainfed arable land and 130.56 × 10⁶ km² of total land area excluding polar regions.
Methods
- Design: a review/commentary that synthesizes literature on root architecture, maximum rooting depth, perenniality, no-till agriculture, soil carbon sequestration and plant breeding.
- Data/sample: published literature and default values, including 2300 Mha of cropland and a similar amount of grassland, atmospheric carbon of 750–821 Pg, soil carbon of approx. 1500 Pg, and soil relative density of 1; calculations are made available at a linked web page.
- Main analysis: conceptual synthesis plus simple arithmetic estimates of potential carbon sequestration from increasing root depth, explicitly without spatial analysis, economics, infrastructure issues, transitional arrangements, or time required to breed, bulk up and disseminate germplasm.
Limitations
- The author states that a precise quantitative answer is impossible because sequestration is affected by many variables, so the paper provides only an approximation and makes no attempt to discriminate among known soil carbon pools.
- The author states that the review does not discuss in detail interactions of roots with soil micro-organisms and other invertebrates, and that it is necessary to check whether deeper roots, especially if waterlogged and anaerobic, produce methane or nitrous oxide; possible positive or negative interactions with agricultural yield are also noted.
- Evident from the text: as a brief commentary/review, it reports no systematic search or primary empirical validation, and its sequestration estimates depend on assumed carbon content, turnover/lifetime, and default land-area values.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
0 of 130 cited sources checked · 0 supported · 0 flagged
- Findingcitation
Calculations suggest that breeding for deeper roots could have a hugely beneficial effect in stabilizing atmospheric CO2.
“but calculations (http:// dbkgroup.org/carbonsequestration/rootsystem.html)suggest that this breeding strategy could have a hugely beneficial effect in stabilizing atmospheric CO 2 .”
Quote in the paperSubstantial claim - Findingreasoning
To mop up fossil fuel carbon at the rate of 50 t ha−1, some 1.6 × 10^8 ha or 1.6 × 10^6 km2 would be required.
“and so to mop this up at the rate of 50 t ha 21 some 1 .6 × 10 8 ha or 1 .6 × 10 6 km 2 would be required.”
Quote in the paperSubstantial claim - Premisecitation
Roots lower erosion considerably.
“and that roots lower erosion considerably (Gyssels et al., 2005).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Gyssels et al., 2005 source
Not checked in the free run.
- Premisecitation
There are indications of a positive feedback in which increases in global temperature lower the ability of present soils and other parts of the biosphere to absorb CO2.
“In addition, there are indications (Bellamy et al., 2005;Monson et al., 2006;Luo, 2007;Arnone et al., 2008;Bond-Lamberty and Thomson, 2010;Smith and Fang, 2010;Yvon-Durocher et al., 2010;Zhao and Running, 2010) of a positive feedback in which increases in global temperature lower the ability of present soils and other parts of the biosphere to absorb CO 2”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationreasoning
Increasing soil carbon in the steady state by just 15% would lower atmospheric CO2 by 30%.
“Thus, increasing soil carbon in the steady state by just 15 % would lower atmospheric CO 2 by 30 %, offering a huge environmental benefit.”
Quote in the paperSubstantial claim
- Premisecitation
Soil contains at least twice as much carbon as the atmosphere.
“The soil represents a reservoir that contains at least twice as much carbon as does the atmosphere”
- Also stated in: § INTRODUCTION · plain
“soil contains at least twice the amount of carbon than is in the atmosphere (Batjes, 1996)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Batjes, 1996
Not checked in the free run.
- Also stated in: § INTRODUCTION · plain
- Premisecitation
Soil production can be much slower than its erosion without intervention.
“Note too that soil production can be much slower than its erosion without intervention (Torn et al., 1997;Montgomery, 2007;Huggins and Reganold, 2008)”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Torn et al., 1997
Not checked in the free run.
- cites Montgomery, 2007
Not checked in the free run.
- cites Huggins and Reganold, 2008
Not checked in the free run.
- Premisecitation
Soil contains about three times as much carbon as vegetation.
“and three times that in vegetation) (Smith, 2004)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Smith, 2004
Not checked in the free run.
- Premisecitation
The chief initial method of carbon transfer to soil is via recent photosynthesis and subsequent transfer to plant roots and thence to soil organic matter.
“the chief initial method of carbon transfer to soil is via recent photosynthesis and subsequent transfer to plant roots (Jime ´nez and Lal, 2006;De Deyn et al., 2008;Taylor et al., 2009;Orwin et al., 2010) and thence to soil organic matter (Ko ¨gel-Knabner, 2002).”
Quote in the paperSubstantial claim0 of 3 sources checked - Premisecitation
Perennials sequester much more carbon in soil.
“and, importantly, to sequester much more carbon in soil (Robertson et al., 2000;Kardol and Wardle, 2010).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Robertson et al., 2000 source
Not checked in the free run.
- cites Kardol and Wardle, 2010
Not checked in the free run.
- Premisecitation
Arbuscular mycorrhiza play a major role in sequestration of carbon secreted from roots.
“a major role in sequestration of carbon secreted from roots ('exudate') is played by arbuscular mycorrhiza (AM) (e.g.Staddon and Fitter, 1998;Strack et al., 2003;Zhu and Miller, 2003;Peterson et al., 2004;Rillig, 2004;Parniske, 2008;Varma, 2008;Bucher et al., 2009;Lambers et al., 2009;Leigh et al., 2009;Wilson et al., 2009)”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Staddon and Fitter, 1998
Not checked in the free run.
- cites Strack et al., 2003 source
Not checked in the free run.
- cites Zhu and Miller, 2003
Not checked in the free run.
- Premisecitation
Perennials exhibit hugely decreased nitrate runoff.
“Such perennials are also known to exhibit hugely decreased nitrate runoff (Randall and Mulla, 2001)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Randall and Mulla, 2001
Not checked in the free run.
- Premisecitation
The root content of different soils varies at least 10-fold.
“indeed, the root content of different soils also varies at least 10-fold (Jackson et al., 1996;Schenk and Jackson, 2002a)”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Jackson et al., 1996
Not checked in the free run.
- cites Schenk and Jackson, 2002a
Not checked in the free run.
- Premisecitation
Genetic control of root architecture seems to be dominant.
“Our focus here, however, is on the genetic control, which seems to be dominant (Kato et al., 2006).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Kato et al., 2006
Not checked in the free run.
- Premisecitation
Important features of the genetic control of root architecture differ between monocots and dicots.
“Important features of the genetic control differ, for example (Gregory, 2006) between monocots (such as grasses, cereals and Brachypodium distachyon; Draper et al., 2001) and dicots (such as Arabidopsis thaliana; Hochholdinger et al., 2004a;Osmont et al., 2007;Watt et al., 2009;Zimmermann et al., 2010)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Gregory, 2006
Not checked in the free run.
- Premisecitation
There are a number of examples of crops in which the below-ground biomass does contribute significantly to SOC sequestration, including Andropogon gayunus, Miscanthus × giganteus, Panicum virgatum, vetiver grasses, and sugar cane.
“and there are a number of examples of crops in which the below-ground biomass does contribute significantly to SOC (sequestration), including plants such as Andropogon gayunus (Fisher et al., 1994), Miscanthus × giganteus (Clifton-Brown et al., 2007;Heaton et al., 2008;Dohleman and Long, 2009;Dondini et al., 2009a, b;Hillier et al., 2009), Panicum virgatum (switchgrass) (Ma et al., 2000(Ma et al.,”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Fisher et al., 1994
Not checked in the free run.
- cites Clifton-Brown et al., 2007
Not checked in the free run.
- cites Heaton et al., 2008
Not checked in the free run.
- Premisecitation
Some genes or QTLs improve both root architecture and plant yield.
“Some genes [or at least quantitative trait loci (QTLs)] improve both root architecture and plant yield (Passioura, 1983(Passioura, , 2006;;Tuberosa et al., 2002;Steele et al.,”
Quote in the paperSubstantial claim0 of 3 sources checked - Premisecitation
At least five widely cultivated crop plants can produce roots exceeding 2 m.
“At least five widely cultivated crop plants can produce roots exceeding 2 m (Kutschera et al., 2009).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Kutschera et al., 2009
Not checked in the free run.
- Premisecitation
A number of root architecture genes are known via the effects of their mutations on traits such as primary root length, root branching, and root hair formation.
“Thus, a number of root architecture genes are known via the effects of their mutations on traits such as primary root length, root branching, root hair formation, and so on”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Zhang and Forde, 1998
Not checked in the free run.
- cites Casimiro et al., 2003 source
Not checked in the free run.
- cites Hu et al., 2003
Not checked in the free run.
- Premisecitation
The organic carbon content of soils varies at least 15-fold in the UK alone.
“The first thing to note is the huge variation in the organic (carbon) content of soils -at least 15-fold in the UK alone (Bellamy et al., 2005;Bradley et al., 2005;Ostle et al., 2009).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Bellamy et al., 2005 source
Not checked in the free run.
- cites Bradley et al., 2005
Not checked in the free run.
- cites Ostle et al., 2009
Not checked in the free run.
- Premisecitation
Perennials typically develop considerably longer roots than do modern domesticated annual crops.
“This is not least because such perennials typically develop considerably longer roots than do modern domesticated annual crops (Cox et al., 2002(Cox et al., , 2006;;DeHaan et al., 2005;Glover et al., 2007Glover et al., , 2010;;Dohleman and Long, 2009;DuPont et al., 2010;Van Tassel et al., 2010).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Cox et al., 2002
Not checked in the free run.
- cites DeHaan et al., 2005
Not checked in the free run.
- cites Glover et al., 2007
Not checked in the free run.
- Premisecitation
There is large variation in the vertical distribution of carbon in soil.
“with a large variation in the vertical distribution of carbon (Jobba ´gy and Jackson, 2000).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Jobba ´gy and Jackson, 2000
Not checked in the free run.
- Premisecitation
There is increasing evidence for the role of physical protection (occlusion/aggregation) in improving carbon retention.
“and there is increasing evidence for the role of physical protection (occlusion/aggregation) in improving carbon retention (e.g.Krull et al., 2003;von Lu ¨tzow et al., 2006;Jastrow et al., 2007;McCarthy et al., 2008;Virto et al., 2008Virto et al., , 2010;;Moni et al., 2010).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Krull et al., 2003
Not checked in the free run.
- cites von Lu ¨tzow et al., 2006
Not checked in the free run.
- cites Jastrow et al., 2007
Not checked in the free run.
- Premisecitation
There is increasing recognition that roots in soil are more long-lived than previously credited.
“while Ho ¨gberg and Read (2006) summarize some of the evidence for the increasing recognition that roots in soil are more long-lived than previously credited (see also Collins et al., 2010)”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Ho ¨gberg and Read (2006)
Not checked in the free run.
- cites Collins et al., 2010
Not checked in the free run.
- Premisecitation
Most studies do not make soil measurements much below a metre.
“A particular issue is that most studies do not make soil measurements much below a metre (Nepstad et al., 1994;Batjes, 1996;Canadell et al., 1996;Jobba ´gy and Jackson, 2000;Guo and Gifford, 2002;Schenk and Jackson, 2002a;Robinson, 2004;Bradley et al., 2005;Lorenz and Lal, 2005;Mokany et al., 2006;Ichii et al., 2009;Qin and Huang, 2010;Wang et al., 2010)”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Nepstad et al., 1994
Not checked in the free run.
- cites Batjes, 1996
Not checked in the free run.
- cites Canadell et al., 1996
Not checked in the free run.
- Premisecitation
Many examples show huge variation in phenotype achievable in agricultural breeding populations.
“There are, of course, many examples (e.g.Lippman and Tanksley, 2001;Hill, 2005;Edgerton, 2009;Johansson et al., 2010) that show the huge variation in phenotype achievable in agricultural breeding populations”
Quote in the paperSubstantial claim0 of 3 sources checked - Premisecitation
Some analyses of existing grasslands and energy crops imply that at least 100 t ha−1 of steady-state carbon sequestration in roots is routinely attainable.
“Some analyses of existing grasslands and energy crops imply that at least 100 t ha 21 of steady-state carbon sequestration in roots is routinely attainable (Dondini et al., 2009a;Silver et al., 2010)”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Dondini et al., 2009a
Not checked in the free run.
- cites Silver et al., 2010
Not checked in the free run.
- Premisecitation
Plant root depths vary greatly in the same soil for different organisms.
“(1) Plant root depths vary greatly in the same soil for different organisms (e.g.Burch and Johns, 1978;Jackson et al., 1996;Jobba ´gy and Jackson, 2000).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Burch and Johns, 1978
Not checked in the free run.
- cites Jackson et al., 1996
Not checked in the free run.
- cites Jobba ´gy and Jackson, 2000
Not checked in the free run.
- Premisecitation
Lal (2004) indicates that some cultivated soils have lost one-half to two-thirds of their original SOC pool, with a cumulative loss of 30-40 Mg C ha−1.
“Lal (2004) indicates that some cultivated soils have lost one-half to two-thirds of their original SOC pool, with a cumulative loss of 30-40 Mg C ha 21 (i.e. 30”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Lal (2004) source
Not checked in the free run.
- Premisecitation
The rate of degradation of soil carbon is controlled by at least two classes of factor, the rate of biochemical alteration and the extent of physicochemical protection.
“Clearly the rate of degradation is controlled by at least two classes of factor, the rate of biochemical alteration and the extent of physicochemical protection (Jastrow et al., 2007), and these vary among different substances.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Jastrow et al., 2007
Not checked in the free run.
- Premisecitation
The residence time of more refractory forms of SOC may be considerably longer.
“The residence time of more refractory forms of SOC, albeit derived originally from manure or photosynthate, may be considerably longer (Bull et al., 2000;Paustian et al., 2000)”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Bull et al., 2000
Not checked in the free run.
- cites Paustian et al., 2000
Not checked in the free run.
- Premisecitation
Plant root depths can vary substantially between different mutants (in known genes) of the same parent.
“(3) Plant root depths can vary substantially between different mutants (in known genes) of the same parent (e.g.Zhang and Forde, 1998;Casimiro et al., 2003;Hochholdinger et al., 2004a, b;Hochholdinger, 2009;Hochholdinger and Tuberosa, 2009;Rebouillat et al., 2009;Benfey et al., 2010;Coudert et al., 2010).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Zhang and Forde, 1998
Not checked in the free run.
- cites Casimiro et al., 2003 source
Not checked in the free run.
- cites Hochholdinger et al., 2004a, b
Not checked in the free run.
- Premisecitation
Most estimates for the carbon sequestration potential range from about 0.3 to 0.8 tC ha−1 year−1.
“Most of the estimates for the carbon sequestration potential range from about 0 .3 to 0 .8 tC ha 21 year 21 (Smith, 2004), but some estimates are well outside (especially above) this range.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Smith, 2004
Not checked in the free run.
- Interpretationreasoning
Perenniality, though probably helpful, is not a necessary accompaniment to crop plants with deep roots.
“Consequently, it would seem that perenniality -though probably helpful -is not a necessary accompaniment to crop plants with deep roots.”
Quote in the paperSubstantial claim - Premisecitation
The rate of biochemical alteration of a molecule and the eventual loss of carbon as CO2 depends on what enzymes and organisms are present that are able to degrade it under the relevant conditions.
“The rate of biochemical alteration of a molecule (related to its recalcitrance), and the eventual loss of carbon as CO 2 , also depends on what enzymes and organisms are present that are able to degrade it under the relevant conditions (e.g. of pH, oxygen tension, etc.) (Jastrow et al., 2007).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Jastrow et al., 2007
Not checked in the free run.
- Premisecitation
Plant root depths vary substantially in the same soils or growth media for different cultivars of the same plant.
“(2) Plant root depths vary substantially in the same soils or growth media for different cultivars of the same plant (e.g.O'Toole and Bland, 1987;Lilley and Fukai, 1994;Champoux et al., 1995;Fukai and Cooper, 1995;Price et al., 1997Price et al., , 2002a, b;, b;Angadi and Entz, 2002;Bonos et al., 2004;Løes and Gahoonia, 2004;Chloupek et al., 2006;Kato et al., 2006;Devaiah et al., 2007;Hund et al.,”
Quote in the paperSubstantial claim0 of 3 sources checked- cites O'Toole and Bland, 1987
Not checked in the free run.
- cites Lilley and Fukai, 1994
Not checked in the free run.
- cites Champoux et al., 1995
Not checked in the free run.
- Interpretationreasoning
Any claim that it is impossible to pursue the 'deep roots' agenda using plant breeding methods is without merit.
“Thus any claim that it is impossible to pursue the 'deep roots' agenda using plant breeding methods is without merit.”
Quote in the paperSubstantial claim - Premisecitation
Carbon being produced from fossil fuel burning is some 8.4 Gt year−1.
“The carbon being produced from fossil fuel burning is some 8 .4 Gt year 21 (MacKay, 2008)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites MacKay, 2008
Not checked in the free run.
- Interpretationreasoning
The less optimistic view of land use changes for carbon sequestration seems based in part on the present use of comparatively shallow-rooted plants that in some regions may indeed have approached the possible saturation of carbon sequestration.
“However, this seems to be based in part on the present use of comparatively shallow-rooted plants that in some regions may indeed have approached the possible saturation of carbon sequestration.”
Quote in the paperSubstantial claim - Interpretationcitation
Development of plants with deep roots may stimulate photosynthetic yields.
“the development of plants with deep roots may in fact stimulate photosynthetic yields”
Quote in the paperNot a substantial claim - Interpretationcitation
Crops with very extensive root systems provide resistance to drought.
“thus providing resistance to drought”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Burch and Johns, 1978
Not checked in the free run.
- cites Passioura, 1983
Not checked in the free run.
- cites Ekanayake et al., 1985 source
Not checked in the free run.
- Interpretationcitation
There is no evidence that breeding deep roots must reduce above-ground biomass yields.
“but there is no evidence that it has to be so (e.g.Fisher et al., 1994)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Fisher et al., 1994
Not checked in the free run.
- Interpretationreasoning
Doubling the steady-state depth of roots from approx. 1 m to 2 m can have a significantly beneficial impact on lowering the levels of atmospheric CO2.
“Thus, one thing is clear: doubling the steady-state depth of roots from approx. 1 m to 2 m can have a significantly beneficial impact on lowering the levels of atmospheric CO 2 .”
Quote in the paperSubstantial claim - Interpretationcitation
Crops with very extensive root systems mobilize and retain nutrients and water effectively over extended periods.
“such crops seem to mobilize and retain nutrients and water very effectively over extended periods”
Quote in the paperSubstantial claim - Premisecitation
Photosynthetic yields are more controlled by plant carbon sinks than by supply.
“these are considered to be more controlled by the carbon sinks of plants (e.g.Zhu et al., 2010)”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Zhu et al., 2010
Not checked in the free run.
- cites Cornish-Bowden et al., 1995
Not checked in the free run.
- cites Hofmeyr and Cornish-Bowden, 2000
Not checked in the free run.
- Interpretationreasoning
Crops with very extensive root systems provide resistance to flooding and other consequences of climate change.
“flooding and other consequences of climate change”
Quote in the paperSubstantial claim
- May combine two claims. 22
- Classified as probably not a substantial claim. 15
- The quote only partly states this claim. 1
May combine two claims.
FindingreasoningIncreasing root mass by an extra 1 m depth with a very modest carbon content of just 1% carbon by volume of overall soil mass equates, assuming a relative density of 1, to 10 kg m−2 (100 t ha−1), or on average 5 kg m−2 (50 t ha−1) if it turns over every 2 years.
“Increasing root mass by an extra 1 m depth with a very modest carbon content of just 1 % carbon by volume of overall soil mass equates (assuming a relative density of 1) to 10 kg m 22 (100 t ha 21 ), or on average 5 kg m 22 (50 t ha 21 ) if it turns over every 2 years.”
Quote in the paperSubstantial claimMay combine two claims.
FindingreasoningCalculations based on default values imply that an extra 2% of carbon occupying an extra 1 m depth over cropland and grassland areas equals 20 kg m−2 = 200 t ha−1, or, ignoring feedbacks, 100 t ha−1 fixed on average in the steady state if the lifetime of the average carbon held in different molecules is 2 years.
“Calculations based on this imply that an extra 2 % of carbon occupying an extra 1 m depth over these areas ¼ 20 kg m 22 ¼ 200 t ha 21 (or, simplistically ignoring any feedbacks, 100 t ha 21 fixed on average in the steady state if the lifetime of the average 'carbon' held in different molecules is 2 years).”
Quote in the paperSubstantial claim- The authors state this as an assumption: Feedbacks are ignored in the simplified calculation of steady-state carbon sequestration.
May combine two claims.
PremisecitationThe substantial decreases in atmospheric CO2 over geological time, especially during the Devonian and more gradually since the Cretaceous, have largely been effected via the production of deep-rooted trees and the rise of angiosperms, respectively.
“Certainly it is recognized that the substantial ( possibly 10-or even 20-fold) decreases in atmospheric CO 2 over geological time, especially during the Devonian (416 .0 -359 . 2 Ma) and more gradually since the Cretaceous (145 .5-65 .5 Ma), have largely been effected via the production of deep-rooted trees and the rise of angiosperms, respectively (Mora et al., 1996;Berner, 1997;Berner and Kothav”
Quote in the paperSubstantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationTerrestrial and marine environments presently absorb about half of anthropogenic CO2.
“Terrestrial and marine environments presently absorb about half the anthropogenic CO 2 (Schimel et al., 2001)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Schimel et al., 2001 source
Not checked in the free run.
May combine two claims.
InterpretationreasoningThe goal of breeding plants with extended root systems that can effect carbon, water and nutrient sequestration is not only desirable but attainable.
“Bringing them together indicates that the goal of breeding plants with extended root systems that can effect carbon, water and nutrient sequestration (Fig. 2) is not only desirable but attainable.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationThere is evidence supporting the role of roots in improving soil structure, improving hydrology, and that SOC improves agronomic productivity.
“As well as the benefits to carbon sequestration, there is evidence supporting the role of roots in improving soil structure (Gregory et al., 2010), on improving hydrology (Macleod et al., 2007) and in showing that SOC improves agronomic productivity (Lal, 2010b).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Gregory et al., 2010 source
Not checked in the free run.
- cites Macleod et al., 2007
Not checked in the free run.
- cites Lal, 2010b
Not checked in the free run.
May combine two claims.
PremisecitationMycorrhizal fungi provide nutrients, especially phosphate, to plants, which in turn provide up to 20% of the carbon they fix to the soil-dwelling fungal partners.
“The mycorrhizal fungi (of the genus Glomeromycota) provide nutrients, especially phosphate (Bucher, 2007), to the plants, which in turn provide up to 20 % of the carbon that they fix to the soil-dwelling fungal partners.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Bucher, 2007 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationSome very long-rooted plants common in arid zones are known as phreatophytes.
“Some very long-rooted plants, common in arid zones, are known as phreatophytes (Pataki et al., 2008)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Pataki et al., 2008
Not checked in the free run.
May combine two claims.
PremisecitationThere is considerable variation between plant types and individual cultivars as to the maximum depth to which they are known to produce roots, but 2 m for angiosperms (and much more for trees) is not at all uncommon.
“There is considerable variation between both plant types and individual plant strains (cultivars) as to the maximum depth to which they are known to produce roots, but 2 m for angiosperms (and much more for trees) is not at all uncommon (Stone and Kalisz, 1991;Canadell et al., 1996;Jackson et al., 1996;Schenk and Jackson, 2002a, b;Hu et al., 2003)”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Stone and Kalisz, 1991
Not checked in the free run.
- cites Canadell et al., 1996
Not checked in the free run.
- cites Jackson et al., 1996
Not checked in the free run.
May combine two claims.
PremisecitationMost presently cultivated agricultural crops have root depths that do not extend much beyond 1 m, although a number do.
“A chief point to note is that most presently cultivated agricultural crops have root depths that indeed do not extend much beyond 1 m, albeit that a number do (Kristensen and Thorup-Kristensen, 2004;Kutschera et al., 2009)”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Kristensen and Thorup-Kristensen, 2004
Not checked in the free run.
- cites Kutschera et al., 2009
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationRoot length is typically a function of aridity.
“Root length is also typically a function of aridity (Canadell et al., 1996;Schenk andJackson, 2002a, 2005).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Canadell et al., 1996
Not checked in the free run.
- cites Schenk andJackson, 2002a, 2005
Not checked in the free run.
May combine two claims.
PremisecitationMycorrhiza secrete glomalin, whose extent correlates extremely well with desirable large aggregates in soil structure.
“Mycorrhiza also secrete a protein called glomalin (Gadkar and Rillig, 2006), whose extent correlates extremely well with desirable (large aggregates in) soil structure (Bedini et al., 2009;Wilson et al., 2009).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Gadkar and Rillig, 2006
Not checked in the free run.
- cites Bedini et al., 2009
Not checked in the free run.
- cites Wilson et al., 2009 source
Not checked in the free run.
May combine two claims.
PremisecitationSome flowering time genes that contribute to perenniality seem to be conserved between monocots and dicots, in a way that root architecture is not.
“though at least some flowering time genes that contribute to perenniality seem to be conserved between monocots and dicots (Wang et al., 2009;Higgins et al., 2010), in a way that root architecture is not (see above).”
Quote in the paperSubstantial claim0 of 2 sources checkedMay combine two claims.
PremisecitationRoot architecture is controlled by hormonal influences from both the host plant and soil organisms, and to some degree by the physico-chemical environment.
“As well as genetic means, root architecture is also controlled by hormonal influences from both the host plant (e.g.Tanimoto, 2005;Santner et al., 2009) and soil organisms (see above), and to some degree by the physico-chemical environment (e.g.Fitter and Stickland, 1991;Cahill et al., 2010).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Tanimoto, 2005
Not checked in the free run.
- cites Santner et al., 2009
Not checked in the free run.
- cites Fitter and Stickland, 1991
Not checked in the free run.
May combine two claims.
InterpretationreasoningThe 50 t ha−1 number for carbon sequestration seems both conservative and reasonable.
“so the 50 t ha 21 number seems both conservative and reasonable.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationGill and Jackson (2000) indicate a loss of 40% per year in temperate grasslands (i.e. a 'linear' lifetime of 2.5 years), with a greater decay as temperature increases.
“but Gill and Jackson (2000) indicate a loss of 40 % per year in temperate grasslands (i.e. a 'linear' lifetime of 2 .5 years), with a greater decay as temperature increases”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Gill and Jackson (2000)
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationBiochars are seen as especially recalcitrant.
“Biochars (e.g.Lehmann, 2007;Atkinson et al., 2010;Sohi et al., 2010) are seen as especially recalcitrant.”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Lehmann, 2007
Not checked in the free run.
- cites Atkinson et al., 2010
Not checked in the free run.
- cites Sohi et al., 2010
Not checked in the free run.
May combine two claims.
InterpretationcitationThe role of genetics or plant breeding in increasing root depth is not negligible; root depth is not governed entirely by the physico-chemical properties of the soil.
“The experimental facts are against this (Doussan et al., 2003;Kato et al., 2006), and a number of simple gene-based arguments show that this is not the case.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Doussan et al., 2003
Not checked in the free run.
- cites Kato et al., 2006
Not checked in the free run.
May combine two claims.
PremisecitationData on the longevity of soil roots and the pools of carbon obtained therefrom in the soil are both uncertain and not very easy to come by.
“However, data on the longevity of soil roots and the (other) pools of carbon that are obtained therefrom in the soil (Zimmermann et al., 2007;Smith et al., 2010b) (let alone their variation with depth, soil type, vegetation type, etc.) are both uncertain and not very easy to come by (Baggs, 2006;Gregory, 2006;Kuzyakov, 2006;Koerber et al., 2010;Sanderman and Baldock, 2010)”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Zimmermann et al., 2007
Not checked in the free run.
- cites Smith et al., 2010b
Not checked in the free run.
- cites Baggs, 2006
Not checked in the free run.
May combine two claims.
PremisecitationNo-till agriculture assists carbon sequestration and decreases soil erosion.
“Ploughing releases SOC and, in a similar vein, no-till agriculture (that may also be used with perennial crops) assists carbon sequestration and decreases soil erosion (e.g.Paustian et al., 2000;West and Post, 2002;Sainju et al., 2003;Lal et al., 2004;Bernacchi et al., 2005;Amado et al., 2006;Montgomery, 2007;Huggins and Reganold, 2008;Villamil et al., 2008;Lo ´pez-Bellido et al., 2010)”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Paustian et al., 2000
Not checked in the free run.
- cites West and Post, 2002 source
Not checked in the free run.
- cites Sainju et al., 2003
Not checked in the free run.
May combine two claims.
InterpretationreasoningDoubling root biomass from a nominal 1 m to a nominal 2 m is the key issue, together with the longevity of the roots and carbon they secrete and sequester below-ground.
“This doubling of root biomass from a nominal 1 m to a nominal 2 m is really the key issue, together with the longevity of the roots and carbon they secrete and sequester below-ground (a complete turnover annually, including of stover in no-till systems, obviously gives no net steady-state sequestration).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
InterpretationreasoningTillage of surface layers that do not disturb deeper roots becomes at least partially a no-till process.
“although tillage of surface layers that do not disturb deeper roots becomes at least partially a no-till process (see also Fig. 2).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
Interpretationnone givenWhat matters for carbon sequestration is not so much what is happening now as what might be achieved with suitable breeding of plants with deep and reasonably long-lived roots.
“The point, though, is that what matters is not so much what is happening now as what might be achieved with suitable breeding of plants with deep (and reasonably long-lived) roots.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationGross global primary production exceeds 100 Pg year−1.
“with gross global primary production exceeding 100 Pg year 21 (Beer et al., 2010).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Beer et al., 2010
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationForests typically sequester even more carbon than grasslands and energy crops.
“[forests typically sequester even more (Malhi et al., 1999)]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Malhi et al., 1999
Not checked in the free run.
May combine two claims.
InterpretationreasoningUnless marine carbon storage could be effected in a recalcitrant form that sinks rapidly, CO2 should probably best be sequestered elsewhere if we are to have ecosystems in which the net ecosystem carbon budget is accumulative.
“Unless marine carbon storage could be effected in a recalcitrant form that sinks rapidly (Jiao et al., 2010;Stone, 2010;Jiao and Azam, 2011), this implies that CO 2 should probably best be sequestered elsewhere if we are to have ecosystems in which the net ecosystem carbon budget (Chapin et al., 2006;Smith et al., 2010b) is accumulative.”
Quote in the paperNot a substantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationSoil biota and roots help increase the porosity of soil.
“A couple of examples include the facts that the soil biota (and roots) help increase the porosity of soil (Feeney et al., 2006)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Feeney et al., 2006 source
Not checked in the free run.
May combine two claims.
InterpretationreasoningBreeding crop plants with deeper and bushy root ecosystems could simultaneously improve both the soil structure and its steady-state carbon, water and nutrient retention, as well as sustainable plant yields.
“Breeding crop plants with deeper and bushy root ecosystems could simultaneously improve both the soil structure and its steady-state carbon, water and nutrient retention, as well as sustainable plant yields.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA number of experts have given a slightly less optimistic view of the potential of land use changes to improve carbon sequestration.
“It is certainly the case that a number of experts have given a slightly less optimistic view of the potential of land use changes to improve carbon sequestration (Smith, 2004;van Kessel et al., 2006;Soussana and Luscher, 2007;Ciais et al., 2010;Smith et al., 2010a) (but see Lal, 2010a).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Smith, 2004
Not checked in the free run.
- cites van Kessel et al., 2006
Not checked in the free run.
- cites Soussana and Luscher, 2007
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningChanges in agricultural practice are needed.
“This implies changes in agricultural practice (Robertson et al., 2000;Lal, 2004Lal, , 2008aLal, , b, 2011;;Sartori et al., 2006;Pretty, 2008;Smith et al., 2008;Burney et al., 2010;Follett and Reed, 2010;Smith and Olesen, 2010;Powlson et al., 2011)”
Quote in the paperNot a substantial claim0 of 3 sources checkedThe quote only partly states this claim.
InterpretationreasoningCrops with very extensive root systems reduce fertilizer runoff.
“as well as to fertilizer runoff”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationOceans contain approximately 50 or more times the CO2 than does the atmosphere.
“Oceans contain approx.50 or more times the CO 2 than does the atmosphere (Smith, 2004;MacKay, 2008)”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Smith, 2004
Not checked in the free run.
- cites MacKay, 2008
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationRoots both affect the physical architecture of soils and vice versa.
“and that roots both affect the physical architecture of soils and vice versa (Hinsinger et al., 2009).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Hinsinger et al., 2009
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThere are some 41.4 × 10^6 km2 of just rainfed arable land, and 130.56 × 10^6 km2 of total land area excluding polar regions.
“This compares with some 41 .4 × 10 6 km 2 (Bot et al., 2000) of just rainfed arable land, and 130 .56. 10 6 km 2 of total land area excluding polar regions (http://www .worldmapper.org/).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Bot et al., 2000
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningIncreasing the amount of below-ground biomass en route to sequestering atmospheric CO2 is a desirable goal.
“The required changes in agricultural practice, plus the existence of proof that carbon was indeed once highly sequestered in plant biomass, led to the recognition that increasing the amount of below-ground biomass en route to sequestering atmospheric CO 2 is a desirable goal.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationIncreased dissolution of atmospheric CO2 in oceans and lakes leads to their further acidification, with many undesirable consequences.
“but increased dissolution of atmospheric CO 2 in oceans (and lakes) leads to their further acidification, with many undesirable consequences (Sabine et al., 2004;Orr et al., 2005;Riebesell et al., 2007;Hall-Spencer et al., 2008;McNeil and Matear, 2008;Reid et al., 2009;Doney, 2010;Shi et al., 2010;Turley et al., 2010).”
Quote in the paperSubstantial claim0 of 3 sources checked
The paper relies on this without support.
The greenhouse effect means that temperatures will rise monotonically with increased levels of atmospheric CO2 and other greenhouse gases.
“Whatever the extent and dynamics of increased levels of atmospheric CO 2 [and of other greenhouse gases (GHGs), for which similar arguments apply], the greenhouse effect means that temperatures will rise monotonically with their levels.”
The paper relies on this without support.
Present estimates of the carbon sequestration potential of soils are based more on what is happening now than what might be changed by active agricultural intervention, and tend to concentrate only on the first metre of soil depth.
“However, present estimates of the carbon sequestration potential of soils are based more on what is happening now than what might be changed by active agricultural intervention, and tend to concentrate only on the first metre of soil depth.”
The authors state this as an assumption.
Feedbacks are ignored in the simplified calculation of steady-state carbon sequestration.
“or, simplistically ignoring any feedbacks, 100 t ha 21 fixed on average in the steady state if the lifetime of the average 'carbon' held in different molecules is 2 years”
The paper relies on this without support.
Carbon sequestration by crops with very extensive root systems is possibly double that of common annual grain crops.
“possibly double that of common annual grain crops”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Rhizodeposition and root exudates can cause a priming effect on the turnover of stored soil carbon, which could increase soil carbon emission and lower the sequestration rate.
“Rhizodeposition and root exudates can cause a priming effect on the turnover of C stored in the soil [100], which could increase soil C emission [101, 102] and lower the sequestration rate.”
From Carbon Sequestration by Perennial Energy Crops: Is the Jury Still Out? (2015) · cites this paper as [101]
Physical protection and chemical adsorption, both controlled by soil texture such as clay content and cation exchange capacity, may play an important role for long-term carbon retention.
“However, physical protection and chemical adsorption, both controlled by soil texture (e.g. clay content and cation exchange capacity), may play an important role for long-term C retention [4, 34, 35, 101].”
From Carbon Sequestration by Perennial Energy Crops: Is the Jury Still Out? (2015) · cites this paper as [101]
Cites
Food Security: The Challenge of Feeding 9 Billion People
Godfray, H. C. J., Beddington, J. R., Crute, I. R., Haddad, L., Lawrence, D., Muir, J. F., Pretty, J., Robinson, S., Thomas, S. M., & Toulmin, C. (2010) · Science · doi:10.1126/science.1185383 · Cited by 11,943 · see citing works
Causality: Models, Reasoning, and Inference
Pearl, J. (2009) · doi:10.1017/cbo9780511803161 · Cited by 11,653 · see citing works
Prediction of Total Genetic Value Using Genome-Wide Dense Marker Maps
Meuwissen, T. H. E., Hayes, B. J., & Goddard, M. E. (2001) · Genetics · doi:10.1093/genetics/157.4.1819 · Cited by 7,917 · see citing works
THE VERTICAL DISTRIBUTION OF SOIL ORGANIC CARBON AND ITS RELATION TO CLIMATE AND VEGETATION
Jobbagy, E. G., & Jackson, R. B. (2000) · Ecological Applications · doi:10.1890/1051-0761(2000)010[0423:tvdoso]2.0.co;2 · Cited by 5,473 · see citing works
CAUSALITY: MODELS, REASONING AND INFERENCE
Hitchcock, C., & Pearl, J. (2001) · The Philosophical Review · doi:10.2307/3182612 · Cited by 4,824 · see citing works
Orr, J. C., Fabry, V. J., Aumont, O., Bopp, L., Doney, S. C., Feely, R. A., Gnanadesikan, A., Gruber, N., Ishida, A., Joos, F., et al. (2005) · Nature · doi:10.1038/nature04095 · Cited by 4,590 · see citing works
Bozell, J. J., & Petersen, G. R. (2010) · Green Chemistry · doi:10.1039/b922014c · Cited by 4,566 · see citing works
The Oceanic Sink for Anthropogenic CO <sub>2</sub>
Sabine, C. L., Feely, R. A., Gruber, N., Key, R. M., Lee, K., Bullister, J. L., Wanninkhof, R., Wong, C. S., Wallace, D. W. R., Tilbrook, B., et al. (2004) · Science · doi:10.1126/science.1097403 · Cited by 4,035 · see citing works
Soil carbon stocks and land use change: a meta analysis
Guo, L. B., & Gifford, R. M. (2002) · Global Change Biology · doi:10.1046/j.1354-1013.2002.00486.x · Cited by 3,972 · see citing works
Soil carbon sequestration to mitigate climate change
Lal, R. (2004) · Geoderma · doi:10.1016/j.geoderma.2004.01.032 · Cited by 3,936 · see citing works
Total carbon and nitrogen in the soils of the world
BATJES, N. H. (1996) · European Journal of Soil Science · doi:10.1111/j.1365-2389.1996.tb01386.x · Cited by 3,213 · see citing works
A global analysis of root distributions for terrestrial biomes
Jackson, R. B., Canadell, J., Ehleringer, J. R., Mooney, H. A., Sala, O. E., & Schulze, E. D. (1996) · Oecologia · doi:10.1007/bf00333714 · Cited by 3,071 · see citing works
Lützow, M. V., Kögel‐Knabner, I., Ekschmitt, K., Matzner, E., Guggenberger, G., Marschner, B., & Flessa, H. (2006) · European Journal of Soil Science · doi:10.1111/j.1365-2389.2006.00809.x · Cited by 2,950 · see citing works
Terrestrial Gross Carbon Dioxide Uptake: Global Distribution and Covariation with Climate
Beer, C., Reichstein, M., Tomelleri, E., Ciais, P., Jung, M., Carvalhais, N., Rödenbeck, C., Arain, M. A., Baldocchi, D., Bonan, G. B., et al. (2010) · Science · doi:10.1126/science.1184984 · Cited by 2,841 · see citing works
Drought-Induced Reduction in Global Terrestrial Net Primary Production from 2000 Through 2009
Zhao, M., & Running, S. W. (2010) · Science · doi:10.1126/science.1192666 · Cited by 2,684 · see citing works
Soil carbon sequestration and land‐use change: processes and potential
Post, W. M., & Kwon, K. C. (2000) · Global Change Biology · doi:10.1046/j.1365-2486.2000.00308.x · Cited by 2,602 · see citing works
Greenhouse gas mitigation in agriculture
Smith, P., Martino, D., Cai, Z. C., Gwary, D. M., Janzen, H. H., Kumar, P., McCarl, B. A., Ogle, S. M., O’Mara, F. P., Rice, C. W., et al. (2007) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2007.2184 · Cited by 2,568 · see citing works
Total carbon and nitrogen in the soils of the world
Batjes, N. H. (2014) · European Journal of Soil Science · doi:10.1111/ejss.12114_2 · Cited by 2,556 · see citing works
Breeding Technologies to Increase Crop Production in a Changing World
Tester, M. A., & Langridge, P. (2010) · Science · doi:10.1126/science.1183700 · Cited by 2,335 · see citing works
Marker-assisted selection: an approach for precision plant breeding in the twenty-first century
Collard, B. C. Y., & Mackill, D. J. (2007) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2007.2170 · Cited by 2,272 · see citing works
A review of biochar and its use and function in soil
Sohi, S. P., Krull, E., Lopez-Capel, E., & Bol, R. (2010) · Advances in Agronomy · doi:10.1016/s0065-2113(10)05002-9 · Cited by 2,240 · see citing works
Soil erosion and agricultural sustainability
Montgomery, D. R. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0611508104 · Cited by 2,220 · see citing works
Soil Organic Carbon Sequestration Rates by Tillage and Crop Rotation: A Global Data Analysis
West, T. O., & Post, W. M. (2002) · Soil Science Society of America Journal · doi:10.2136/sssaj2002.1930 · Cited by 2,215 · cited 1× · see citing works
“…agriculture (that may also be used with perennial crops) assists carbon sequestration and decreases soil erosion (e.g. Paustian et al., 2000; West and Post, 2002; Sainju et al., 2003; Lal et al., 2004; Bernacchi et al., 2005; Amado et al., 2006; Montgomery, 2007; Huggins and Reganold, 2008;…”
BackgroundArbuscular mycorrhiza: the mother of plant root endosymbioses
Parniske, M. (2008) · Nature Reviews Microbiology · doi:10.1038/nrmicro1987 · Cited by 2,176 · see citing works
Atkinson, C. J., Fitzgerald, J. D., & Hipps, N. A. (2010) · Plant and Soil · doi:10.1007/s11104-010-0464-5 · Cited by 2,154 · see citing works
Kögel‐Knabner, I. (2002) · Soil Biology and Biochemistry · doi:10.1016/s0038-0717(01)00158-4 · Cited by 1,997 · see citing works
Agricultural sustainability: concepts, principles and evidence
Pretty, J. (2008) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2007.2163 · Cited by 1,941 · cited 1× · see citing works
“This implies changes in agricultural practice (Robertson et al., 2000; Lal, 2004, 2008a, b, 2011; Sartori et al., 2006; Pretty, 2008; Smith et al., 2008; Burney et al., 2010; Follett and Reed, 2010; Smith and Olesen, 2010; Powlson et al., 2011), in an environment in which edible crop yields also…”
BackgroundImproving photosynthetic efficiency for greater yield.
Zhu, X.-G., Long, S. P., & Ort, D. R. (2010) · Annual Review of Plant Biology · doi:10.1146/annurev-arplant-042809-112206 · Cited by 1,902 · see citing works
Maximum rooting depth of vegetation types at the global scale
Canadell, J. G., Jackson, R. B., Ehleringer, J., Mooney, H. A., Sala, O. E., & Schulze, E. (1996) · Oecologia · doi:10.1007/bf00329030 · Cited by 1,890 · see citing works
Jiao, N., Herndl, G. J., Hansell, D. A., Benner, R., Kattner, G., Wilhelm, S. W., Kirchman, D. L., Weinbauer, M. G., Luo, T., Chen, F., et al. (2010) · Nature Reviews Microbiology · doi:10.1038/nrmicro2386 · Cited by 1,780 · see citing works
Lehmann, J. (2007) · Frontiers in Ecology and the Environment · doi:10.1890/1540-9295(2007)5[381:bitb]2.0.co;2 · Cited by 1,714 · see citing works
GEOCARB II; a revised model of atmospheric CO 2 over Phanerozoic time
Berner, R. A. (1994) · American Journal of Science · doi:10.2475/ajs.294.1.56 · Cited by 1,693 · see citing works
Temperature-associated increases in the global soil respiration record
Bond-Lamberty, B., & Thomson, A. (2010) · Nature · doi:10.1038/nature08930 · Cited by 1,618 · see citing works
Mineral control of soil organic carbon storage and turnover
Torn, M. S., Trumbore, S. E., Chadwick, O. A., Vitousek, P. M., & Hendricks, D. M. (1997) · Nature · doi:10.1038/38260 · Cited by 1,604 · see citing works
Critical analysis of root : shoot ratios in terrestrial biomes
Mokany, K., Raison, R. J., & Prokushkin, A. S. (2005) · Global Change Biology · doi:10.1111/j.1365-2486.2005.001043.x · Cited by 1,592 · see citing works
Freshwater Methane Emissions Offset the Continental Carbon Sink
Bastviken, D., Tranvik, L. J., Downing, J., Crill, P., & Enrich‐Prast, A. (2011) · Science · doi:10.1126/science.1196808 · Cited by 1,556 · see citing works
Schenk, H. J., & Jackson, R. B. (2002) · Journal of Ecology · doi:10.1046/j.1365-2745.2002.00682.x · Cited by 1,482 · see citing works
A global budget for fine root biomass, surface area, and nutrient contents
Jackson, R. B., Mooney, H. A., & Schulze, E. (1997) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.94.14.7362 · Cited by 1,480 · see citing works
Plant functional traits and soil carbon sequestration in contrasting biomes
De Deyn, G. B., Cornelissen, J. H. C., & Bardgett, R. D. (2008) · Ecology Letters · doi:10.1111/j.1461-0248.2008.01164.x · Cited by 1,431 · see citing works
Soil organic matter, biota and aggregation in temperate and tropical soils - Effects of no-tillage
Six, J., Feller, C. L., Denef, K., Ogle, S. M., Moraes, J. C. D., & Albrecht, A. (2002) · Agronomie · doi:10.1051/agro:2002043 · Cited by 1,428 · see citing works
The role of deep roots in the hydrological and carbon cycles of Amazonian forests and pastures
Nepstad, D. C., de Carvalho, C. R., Davidson, E. A., Jipp, P. H., Lefebvre, P. A., Negreiros, G., da Silva, E. D., STONE, T. A., Trumbore, S. E., & Vieira, S. A. (1994) · Nature · doi:10.1038/372666a0 · Cited by 1,416 · see citing works
Lal, R. (2008) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2007.2185 · Cited by 1,413 · see citing works
Recent patterns and mechanisms of carbon exchange by terrestrial ecosystems
Schimel, D. S., House, J. I., Hibbard, K. A., Bousquet, P., Ciais, P., Peylin, P., Braswell, B. H., Apps, M. J., Baker, D., Bondeau, A., et al. (2001) · Nature · doi:10.1038/35102500 · Cited by 1,379 · see citing works
Volcanic carbon dioxide vents show ecosystem effects of ocean acidification
Hall-Spencer, J. M., Rodolfo-Metalpa, R., Martin, S., Ransome, E., Fine, M., Turner, S. M., Rowley, S. J., Tedesco, D., & Buia, M.-C. (2008) · Nature · doi:10.1038/nature07051 · Cited by 1,359 · cited 1× · see citing works
“…atmospheric CO2 in oceans (and lakes) leads to their further acidification, with many undesirable consequences (Sabine et al., 2004; Orr et al., 2005; Riebesell et al., 2007; Hall-Spencer et al., 2008; McNeil and Matear, 2008; Reid et al., 2009; Doney, 2010; Shi et al., 2010; Turley et al., 2010).”
BackgroundRobertson, G. P., Paul, E. A., & Harwood, R. R. (2000) · Science · doi:10.1126/science.289.5486.1922 · Cited by 1,358 · see citing works
GEOCARB III: A revised model of atmospheric CO2 over Phanerozoic time
Berner, R. A. (2001) · American Journal of Science · doi:10.2475/ajs.301.2.182 · Cited by 1,323 · see citing works
Feedstocks for Lignocellulosic Biofuels
Somerville, C., Youngs, H., Taylor, C., Davis, S. C., & Long, S. P. (2010) · Science · doi:10.1126/science.1189268 · Cited by 1,307 · see citing works
Global patterns of root turnover for terrestrial ecosystems
GILL, R. A., & JACKSON, R. B. (2000) · New Phytologist · doi:10.1046/j.1469-8137.2000.00681.x · Cited by 1,300 · see citing works
Rhizosphere: biophysics, biogeochemistry and ecological relevance
Hinsinger, P., Bengough, A. G., Vetterlein, D., & Young, I. M. (2009) · Plant and Soil · doi:10.1007/s11104-008-9885-9 · Cited by 1,275 · see citing works
An Arabidopsis MADS Box Gene That Controls Nutrient-Induced Changes in Root Architecture
Zhang, H., & Forde, B. (1998) · Science · doi:10.1126/science.279.5349.407 · Cited by 1,241 · see citing works
Impact of plant roots on the resistance of soils to erosion by water: a review
Gyssels, G., Poesen, J., Bochet, E., & Li, Y. (2005) · Progress in Physical Geography: Earth and Environment · doi:10.1191/0309133305pp443ra · Cited by 1,225 · see citing works
Sources of CO2 efflux from soil and review of partitioning methods
Kuzyakov, Y. V. (2005) · Soil Biology and Biochemistry · doi:10.1016/j.soilbio.2005.08.020 · Cited by 1,194 · see citing works
Reconciling Carbon-cycle Concepts, Terminology, and Methods
Chapin, F. S., Woodwell, G. M., Randerson, J. T., Rastetter, E. B., Lovett, G. M., Baldocchi, D., Clark, D. A., Harmon, M. E., SCHIMEL, D. S., Valentini, R., et al. (2006) · Ecosystems · doi:10.1007/s10021-005-0105-7 · Cited by 1,186 · see citing works
Carbon losses from all soils across England and Wales 1978–2003
Bellamy, P. H., Loveland, P. J., Bradley, R. I., Lark, R. M., & Kirk, G. J. D. (2005) · Nature · doi:10.1038/nature04038 · Cited by 1,131 · cited 2× · see citing works
“In addition, there are indications (Bellamy et al., 2005; Monson et al., 2006; Luo, 2007; Arnone et al., 2008; Bond-Lamberty and Thomson, 2010; Smith and Fang, 2010; Yvon-Durocher et al., 2010; Zhao and Running, 2010) of a positive feedback in which increases in global temperature lower the ability…”
BackgroundGreenhouse gas mitigation by agricultural intensification
Burney, J. A., Davis, S. J., & Lobell, D. B. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0914216107 · Cited by 1,128 · see citing works
Renewable Chemical Commodity Feedstocks from Integrated Catalytic Processing of Pyrolysis Oils
Vispute, T. P., Zhang, H., Sanna, A., Xiao, R., & Huber, G. W. (2010) · Science · doi:10.1126/science.1194218 · Cited by 1,089 · see citing works
Microorganisms and climate change: terrestrial feedbacks and mitigation options
Singh, B. K., Bardgett, R. D., Smith, P., & Reay, D. (2010) · Nature Reviews Microbiology · doi:10.1038/nrmicro2439 · Cited by 1,070 · see citing works
THE GLOBAL BIOGEOGRAPHY OF ROOTS
Schenk, H. J., & Jackson, R. B. (2002) · Ecological Monographs · doi:10.1890/0012-9615(2002)072[0311:tgbor]2.0.co;2 · Cited by 1,045 · see citing works
Plant hormones are versatile chemical regulators of plant growth
Santner, A. A., Villalobos, L. I. A. C., & Estelle, M. A. (2009) · Nature Chemical Biology · doi:10.1038/nchembio.165 · Cited by 946 · see citing works
PLETHORA proteins as dose-dependent master regulators of Arabidopsis root development
Galinha, C., Hofhuis, H. F., Luijten, M., Willemsen, V., Blilou, I., Heidstra, R., & Scheres, B. (2007) · Nature · doi:10.1038/nature06206 · Cited by 902 · see citing works
Meeting US biofuel goals with less land: the potential of Miscanthus
HEATON, E. A., DOHLEMAN, F. G., & LONG, S. P. (2008) · Global Change Biology · doi:10.1111/j.1365-2486.2008.01662.x · Cited by 886 · see citing works
The carbon balance of tropical, temperate and boreal forests
Malhi, Y. S., Baldocchi, D., & Jarvis, P. G. (1999) · Plant Cell & Environment · doi:10.1046/j.1365-3040.1999.00453.x · Cited by 860 · see citing works
Management options for reducing CO2 emissions from agricultural soils
Paustian, K., Six, J., Elliott, E. T., & Hunt, H. W. (2000) · Biogeochemistry · doi:10.1023/a:1006271331703 · Cited by 846 · see citing works
The Growing Human Footprint on Coastal and Open-Ocean Biogeochemistry
Doney, S. C. (2010) · Science · doi:10.1126/science.1185198 · Cited by 840 · see citing works
Towards a more plant physiological perspective on soil ecology
Högberg, P., & Read, D. J. (2006) · Trends in Ecology & Evolution · doi:10.1016/j.tree.2006.06.004 · Cited by 839 · see citing works
Radically Rethinking Agriculture for the 21st Century
Fedoroff, N. V., Battisti, D. S., Beachy, R. N., Cooper, P. J. M., Fischhoff, D. A., Hodges, C. N., Knauf, V. C., Lobell, D. B., Mazur, B. J., Molden, D. J., et al. (2010) · Science · doi:10.1126/science.1186834 · Cited by 831 · see citing works
Powlson, D. S., Whitmore, A. P., & Goulding, K. W. T. (2011) · European Journal of Soil Science · doi:10.1111/j.1365-2389.2010.01342.x · Cited by 829 · see citing works
Wilson, G. W. T., Rice, C. W., Rillig, M. C., Springer, A., & Hartnett, D. C. (2009) · Ecology Letters · doi:10.1111/j.1461-0248.2009.01303.x · Cited by 826 · see citing works
Enhanced biological carbon consumption in a high CO2 ocean
Riebesell, U., Schulz, K. G., Bellerby, R. G. J., Botros, M., Fritsche, P., Meyerhöfer, M., Neill, C., Nondal, G., Oschlies, A., Wohlers, J., et al. (2007) · Nature · doi:10.1038/nature06267 · Cited by 824 · see citing works
Arabidopsis lateral root development: an emerging story
Péret, B., Rybel, B. D., Casimiro, I., Benková, E., Swarup, R., Laplaze, L., Beeckman, T., & Bennett, M. J. (2009) · Trends in Plant Science · doi:10.1016/j.tplants.2009.05.002 · Cited by 819 · see citing works
Competitive liquid biofuels from biomass
Demirbas, A. (2011) · Applied Energy · doi:10.1016/j.apenergy.2010.07.016 · Cited by 796 · see citing works
Root system architecture: opportunities and constraints for genetic improvement of crops
de Dorlodot, S., Forster, B. P., Pagès, L., Price, A. H., Tuberosa, R., & Draye, X. (2007) · Trends in Plant Science · doi:10.1016/j.tplants.2007.08.012 · Cited by 738 · see citing works
Shovelomics: high throughput phenotyping of maize (Zea mays L.) root architecture in the field
Trachsel, S., Kaeppler, S. M., Brown, K. M., & Lynch, J. P. (2010) · Plant and Soil · doi:10.1007/s11104-010-0623-8 · Cited by 732 · see citing works
Functional biology of plant phosphate uptake at root and mycorrhiza interfaces
Bucher, M. (2007) · New Phytologist · doi:10.1111/j.1469-8137.2006.01935.x · Cited by 718 · see citing works
JASTROW, J. D., Amonette, J. E., & Bailey, V. (2006) · Climatic Change · doi:10.1007/s10584-006-9178-3 · Cited by 715 · see citing works
The global potential of bioenergy on abandoned agriculture lands
Campbell, J. E., Lobell, D. B., Genova, R. C., & Field, C. B. (2008) · Environmental Science & Technology · doi:10.1021/es800052w · Cited by 709 · see citing works
Meeting US biofuel goals with less land: the potential of Miscanthus
Rank, F., & Gregory, W. F. (2008) · Cited by 684 · see citing works
Dissecting Arabidopsis lateral root development
Casimiro, I., Beeckman, T., Graham, N., Bhalerao, R., Zhang, H., Casero, P., Sandberg, G., & Bennett, M. J. (2003) · Trends in Plant Science · doi:10.1016/s1360-1385(03)00051-7 · Cited by 683 · see citing works
The future of the global food system
Godfray, H. C. J., Crute, I. R., Haddad, L., Lawrence, D., Muir, J., Nisbett, N., Pretty, J., Robinson, S., Toulmin, C., & Whiteley, R. (2010) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2010.0180 · Cited by 683 · see citing works
Plant-microbe-soil interactions in the rhizosphere: an evolutionary perspective
Lambers, H., Mougel, C., Jaillard, B., & Hinsinger, P. (2009) · Plant and Soil · doi:10.1007/s11104-009-0042-x · Cited by 634 · see citing works
Lorenz, K. E., & Lal, R. (2005) · Advances in agronomy · doi:10.1016/s0065-2113(05)88002-2 · Cited by 631 · see citing works
The redistribution of soil water by tree root systems
Burgess, S. S. O., Adams, M. A., Turner, N. C., et al. (1998) · Oecologia · doi:10.1007/s004420050521 · Cited by 617 · see citing works
Swarup, R., Kramer, E. M., Perry, P. J., Knox, K., Leyser, O., Haseloff, J. P., Beemster, G. T. S., Bhalerao, R. P., & Bennett, M. J. (2005) · Nature Cell Biology · doi:10.1038/ncb1316 · Cited by 614 · see citing works
Arbuscular mycorrhizae and terrestrial ecosystem processes
Rillig, M. C. (2004) · Ecology Letters · doi:10.1111/j.1461-0248.2004.00620.x · Cited by 606 · see citing works
Nielsen, U. N., Ayres, E., Wall, D. H., & Bardgett, R. D. (2010) · European Journal of Soil Science · doi:10.1111/j.1365-2389.2010.01314.x · Cited by 605 · see citing works
Carbon storage by introduced deep-rooted grasses in the South American savannas
Fisher, M. J., Rao, I. M., Ayarza, M. A., Lascano, C. E., Sanz, J. I., Thomas, R. J., & Vera, R. R. (1994) · Nature · doi:10.1038/371236a0 · Cited by 604 · see citing works
Development of drought-resistant cultivars using physiomorphological traits in rice
Fukai, S., & Cooper, M. (1995) · Field Crops Research · doi:10.1016/0378-4290(94)00096-u · Cited by 598 · see citing works
Increasing crop productivity when water is scarce—from breeding to field management
Passioura, J. B. (2005) · Agricultural Water Management · doi:10.1016/j.agwat.2005.07.012 · Cited by 562 · see citing works
Hidden Branches: Developments in Root System Architecture
Sanguinet, K. A., Sibout, R., & Hardtke, C. S. (2007) · Annual Review of Plant Biology · doi:10.1146/annurev.arplant.58.032806.104006 · Cited by 557 · see citing works
Kell, D. B. (2009) · BMC Medical Genomics · doi:10.1186/1755-8794-2-2 · Cited by 554 · see citing works
Self-citationKrull, E. S., Baldock, J., & Skjemstad, J. O. (2003) · Functional Plant Biology · doi:10.1071/fp02085 · Cited by 548 · see citing works
The Rise of Plants and Their Effect on Weathering and Atmospheric CO <sub>2</sub>
Berner, R. A. (1997) · Science · doi:10.1126/science.276.5312.544 · Cited by 546 · see citing works
Winter forest soil respiration controlled by climate and microbial community composition
Monson, R. K., Lipson, D. L., Burns, S. P., Turnipseed, A. A., Delany, A. C., Williams, M. W., & Schmidt, S. K. (2006) · Nature · doi:10.1038/nature04555 · Cited by 542 · see citing works
The top 100 questions of importance to the future of global agriculture
Pretty, J., Sutherland, W. J., Ashby, J., Auburn, J., Baulcombe, D., Bell, M., Bentley, J., Bickersteth, S., Brown, K., Burke, J., et al. (2010) · International Journal of Agricultural Sustainability · doi:10.3763/ijas.2010.0534 · Cited by 539 · see citing works
AN ARCHITECTURAL APPROACH TO THE COMPARATIVE ECOLOGY OF PLANT ROOT SYSTEMS
FITTER, A. H. (1987) · New Phytologist · doi:10.1111/j.1469-8137.1987.tb04683.x · Cited by 538 · see citing works
Granier, C., Aguirrezábal, L. A. N., Chenu, K., Cookson, S. J., Dauzat, M., Hamard, P., Thioux, J.-J., Rolland, G., Bouchier-Combaud, S., Lebaudy, A., et al. (2005) · New Phytologist · doi:10.1111/j.1469-8137.2005.01609.x · Cited by 536 · see citing works
Brachypodium distachyon. A New Model System for Functional Genomics in Grasses
Draper, J. (2001) · PLANT PHYSIOLOGY · doi:10.1104/pp.127.4.1539 · Cited by 530 · see citing works
On the maximum extent of tree roots
Stone, E. L., & Kalisz, P. J. (1991) · Forest Ecology and Management · doi:10.1016/0378-1127(91)90245-q · Cited by 525 · see citing works
Terrestrial Carbon–Cycle Feedback to Climate Warming
Luo, Y. (2007) · Annual Review of Ecology Evolution and Systematics · doi:10.1146/annurev.ecolsys.38.091206.095808 · Cited by 523 · see citing works
Increasing Crop Productivity to Meet Global Needs for Feed, Food, and Fuel
Edgerton, M. D. (2009) · Plant Physiology · doi:10.1104/pp.108.130195 · Cited by 513 · see citing works
Passioura, J. B. (1983) · Agricultural Water Management · doi:10.1016/0378-3774(83)90089-6 · Cited by 509 · see citing works
Sequestering carbon in soils of agro-ecosystems
Lal, R. (2011) · Food Policy · doi:10.1016/j.foodpol.2010.12.001 · Cited by 506 · see citing works
Leigh, J., Hodge, A., & FITTER, A. H. (2008) · New Phytologist · doi:10.1111/j.1469-8137.2008.02630.x · Cited by 502 · see citing works
Nitrate Nitrogen in Surface Waters as Influenced by Climatic Conditions and Agricultural Practices
Randall, G. W., & MULLA, D. J. (2001) · Journal of Environmental Quality · doi:10.2134/jeq2001.302337x · Cited by 490 · see citing works
Agrochemicals increase trematode infections in a declining amphibian species
Rohr, J. R., Schotthoefer, A. M., Raffel, T. R., Carrick, H. J., Halstead, N. T., Hoverman, J. T., Johnson, C. M., Johnson, L. B., Lieske, C. L., Piwoni, M. D., et al. (2008) · Nature · doi:10.1038/nature07281 · Cited by 483 · see citing works
Increased Food and Ecosystem Security via Perennial Grains
Glover, J. D., Reganold, J. P., Bell, L. W., Borevitz, J., Brummer, E. C., Buckler, E. S., Cox, C. M., Cox, T. S., Crews, T. E., Culman, S. W., et al. (2010) · Science · doi:10.1126/science.1188761 · Cited by 482 · see citing works
How understanding aboveground–belowground linkages can assist restoration ecology
Kardol, P., & Wardle, D. A. (2010) · Trends in Ecology & Evolution · doi:10.1016/j.tree.2010.09.001 · Cited by 475 · see citing works
Carrier-mediated cellular uptake of pharmaceutical drugs: an exception or the rule?
Dobson, P. D., & Kell, D. B. (2008) · Nature Reviews Drug Discovery · doi:10.1038/nrd2438 · Cited by 475 · see citing works
Self-citationSequestration of atmospheric CO2 in global carbon pools
Lal, R. (2008) · Energy & Environmental Science · doi:10.1039/b809492f · Cited by 471 · see citing works
Measured soil organic matter fractions can be related to pools in the RothC model
Zimmermann, M., Leifeld, J., Schmidt, M. W. I., Smith, P., & Fuhrer, J. (2007) · European Journal of Soil Science · doi:10.1111/j.1365-2389.2006.00855.x · Cited by 469 · see citing works
Southern Ocean acidification: A tipping point at 450-ppm atmospheric CO 2
McNeil, B. I., & Matear, R. J. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0806318105 · Cited by 445 · see citing works
Warming alters the metabolic balance of ecosystems
Yvon‐Durocher, G., Jones, J. I., Trimmer, M., Woodward, G., & Montoya, J. M. (2010) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2010.0038 · Cited by 443 · see citing works
Accurate Prediction of Genetic Values for Complex Traits by Whole-Genome Resequencing
Meuwissen, T. H. E., & Goddard, M. (2010) · Genetics · doi:10.1534/genetics.110.116590 · Cited by 426 · see citing works
Champoux, M. C., Wang, G., Sarkarung, S., Mackill, D. J., O'Toole, J. C., Huang, N., & McCouch, S. R. (1995) · Theoretical and Applied Genetics · doi:10.1007/bf00222910 · Cited by 421 · see citing works
Impact of subsoil water use on wheat yield
Kirkegaard, J. A., Lilley, J. M., Howe, G. N., et al. (2007) · Australian Journal of Agricultural Research · doi:10.1071/ar06285 · Cited by 419 · see citing works
Food security: contributions from science to a new and greener revolution
Beddington, J. R. (2009) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2009.0201 · Cited by 413 · see citing works
Linkages of plant traits to soil properties and the functioning of temperate grassland
Orwin, K. H., Buckland, S. M., Johnson, D., Turner, B. L., Smart, S. M., Oakley, S., & Bardgett, R. D. (2010) · Journal of Ecology · doi:10.1111/j.1365-2745.2010.01679.x · Cited by 406 · see citing works
Molecular Markers in a Commercial Breeding Program
Eathington, S. R., Crosbie, T. M., Edwards, M. D., Reiter, R. S., & Bull, J. K. (2007) · Crop Science · doi:10.2135/cropsci2007.04.0015ipbs · Cited by 401 · see citing works
Genotypic Variation in Crop Plant Root Systems
O'Toole, J. C., & Bland, W. L. (1987) · Advances in agronomy · doi:10.1016/s0065-2113(08)60803-2 · Cited by 398 · see citing works
TUBEROSA, R. (2002) · Annals of Botany · doi:10.1093/aob/mcf134 · Cited by 397 · see citing works
Carbon mitigation by the energy crop, <i>Miscanthus</i>
CLIFTON‐BROWN, J. C., BREUER, J., & JONES, M. B. (2007) · Global Change Biology · doi:10.1111/j.1365-2486.2007.01438.x · Cited by 393 · see citing works
Changes in soil organic carbon under biofuel crops
ANDERSON‐TEIXEIRA, K. J., DAVIS, S. C., MASTERS, M. D., & DELUCIA, E. H. (2009) · GCB Bioenergy · doi:10.1111/j.1757-1707.2008.01001.x · Cited by 391 · cited 1× · see citing works
“…Dondini et al., 2009a, b; Hillier et al., 2009), Panicum virgatum (switchgrass) (Ma et al., 2000, 2001; Liebig et al., 2005; Al-Kaisi and Grote, 2007; Anderson-Teixeira et al., 2009; Collins et al., 2010) and vetiver (Chrysopogon zizanoides L.) (Grimshaw, 2008; Lavania and Lavania, 2009) grasses,…”
Effect of Ocean Acidification on Iron Availability to Marine Phytoplankton
Shi, D., Xu, Y., Hopkinson, B. M., & Morel, F. M. M. (2010) · Science · doi:10.1126/science.1183517 · Cited by 390 · see citing works
Carbon cycling by arbuscular mycorrhizal fungi in soil–plant systems
Zhu, Y. (2003) · Trends in Plant Science · doi:10.1016/s1360-1385(03)00184-5 · Cited by 388 · see citing works
More Productive Than Maize in the Midwest: How Does Miscanthus Do It?1[W][OA]
Dohleman, F., & Long, S. (2009) · Plant Physiology · doi:10.1104/pp.109.139162 · Cited by 388 · see citing works
PEP1 regulates perennial flowering in Arabis alpina
Wang, R., Farrona, S., Vincent, C., Joecker, A., Schoof, H., Turck, F., Alonso-Blanco, C., Coupland, G., & Albani, M. C. (2009) · Nature · doi:10.1038/nature07988 · Cited by 376 · see citing works
Lal, R., Griffin, M., Apt, J., Lave, L., & Morgan, M. G. (2004) · Science · doi:10.1126/science.1093079 · Cited by 375 · see citing works
Steele, K. A., Price, A. H., Shashidhar, H. E., & Witcombe, J. R. (2006) · Theoretical and Applied Genetics · doi:10.1007/s00122-005-0110-4 · Cited by 370 · see citing works
Mapping the global distribution of deep roots in relation to climate and soil characteristics
Schenk, H. J., & Jackson, R. B. (2005) · Geoderma · doi:10.1016/j.geoderma.2004.11.018 · Cited by 369 · see citing works
Imaging and Analysis Platform for Automatic Phenotyping and Trait Ranking of Plant Root Systems
Iyer‐Pascuzzi, A. S., Symonova, O., Mileyko, Y., Hao, Y., Belcher, H., Harer, J., Weitz, J. S., & Benfey, P. N. (2010) · PLANT PHYSIOLOGY · doi:10.1104/pp.109.150748 · Cited by 364 · see citing works
Genetic control of root development in rice, the model cereal
Coudert, Y., Périn, C., Courtois, B., Khong, N. G., & Gantet, P. (2010) · Trends in Plant Science · doi:10.1016/j.tplants.2010.01.008 · Cited by 361 · see citing works
Regulation of Root Growth by Plant Hormones—Roles for Auxin and Gibberellin
Tanimoto, E. (2005) · Critical Reviews in Plant Sciences · doi:10.1080/07352680500196108 · Cited by 358 · see citing works
Bedini, S., Pellegrino, E., Avio, L., et al. (2009) · Soil Biology and Biochemistry · doi:10.1016/j.soilbio.2009.04.005 · Cited by 357 · see citing works
From weeds to crops: genetic analysis of root development in cereals
Hochholdinger, F., Park, W. J., Sauer, M., & Woll, K. (2003) · Trends in Plant Science · doi:10.1016/j.tplants.2003.11.003 · Cited by 356 · see citing works
A basic helix-loop-helix transcription factor controls cell growth and size in root hairs
Yi, K., Menand, B., Bell, E., & Dolan, L. (2010) · Nature Genetics · doi:10.1038/ng.529 · Cited by 355 · see citing works
Synergies between the mitigation of, and adaptation to, climate change in agriculture
Smith, P., & Olesen, J. E. (2010) · The Journal of Agricultural Science · doi:10.1017/s0021859610000341 · Cited by 354 · see citing works
Kamoshita, A., Babu, R. C., Boopathi, N. M., & Fukai, S. (2008) · Field Crops Research · doi:10.1016/j.fcr.2008.06.010 · Cited by 352 · see citing works
Plants Integrate Information About Nutrients and Neighbors
Cahill, J. F., McNickle, G. G., Haag, J. J., et al. (2010) · Science · doi:10.1126/science.1189736 · Cited by 344 · see citing works
Breeding upland rice for drought resistance
Bernier, J., Atlin, G. N., Serraj, R., Kumar, A., & Spaner, D. (2008) · Journal of the Science of Food and Agriculture · doi:10.1002/jsfa.3153 · Cited by 334 · see citing works
TAYLOR, L. L., LEAKE, J. R., QUIRK, J., HARDY, K., BANWART, S. A., & BEERLING, D. J. (2009) · Geobiology · doi:10.1111/j.1472-4669.2009.00194.x · Cited by 331 · see citing works
Phanerozoic atmospheric CO2 change: evaluating geochemical and paleobiological approaches
Royer, D. L., Berner, R. A., & Beerling, D. J. (2001) · Earth-Science Reviews · doi:10.1016/s0012-8252(00)00042-8 · Cited by 309 · see citing works
Biodiversity and ecosystem function in soil
FITTER, A. H., Gilligan, C. A., Hollingworth, K., Kleczkowski, A., Twyman, R. M., Pitchford, J. W., & THE MEMBERS OF THE NERC SOIL BIODIVERSITY PROGRAMME (2005) · Functional Ecology · doi:10.1111/j.0269-8463.2005.00969.x · Cited by 309 · see citing works
Measurements necessary for assessing the net ecosystem carbon budget of croplands
Smith, P., Lanigan, G., Kutsch, W. L., Buchmann, N., Eugster, W., Aubinet, M., Ceschia, E., Béziat, P., Yeluripati, J. B., Osborne, B., et al. (2010) · Agriculture, Ecosystems & Environment · doi:10.1016/j.agee.2010.04.004 · Cited by 308 · see citing works
Devaiah, B. N., Nagarajan, V. K., & Raghothama, K. G. (2007) · PLANT PHYSIOLOGY · doi:10.1104/pp.107.101691 · Cited by 302 · see citing works
A proposed framework for the description of plant metabolomics experiments and their results
JENKINS, H. A., Hardy, N. W., Beckmann, M., Draper, J., SMITH, A. R., Taylor, J., Fiehn, O., Goodacre, R., Bino, R. J., Hall, R. D., et al. (2004) · Nature Biotechnology · doi:10.1038/nbt1041 · Cited by 285 · see citing works
Self-citationRice Root Genetic Architecture: Meta-analysis from a Drought QTL Database
Courtois, B., Ahmadi, N., Khowaja, F. S., Price, A. H., Rami, J., Frouin, J., Hamelin, C., & Ruíz, M. (2009) · Rice · doi:10.1007/s12284-009-9028-9 · Cited by 284 · see citing works
Helgason, T., & Fitter, A. H. (2009) · Journal of Experimental Botany · doi:10.1093/jxb/erp144 · Cited by 283 · see citing works
Higgins, J. A., Bailey, P. C., & Laurie, D. A. (2010) · PLoS ONE · doi:10.1371/journal.pone.0010065 · Cited by 280 · see citing works
Three-dimensional Microorganization of the Soil–Root–Microbe System
Feeney, D. S., Crawford, J. W., Daniell, T., Hallett, P. D., Nunan, N., Ritz, K., Rivers, M., & Young, I. M. (2006) · Microbial Ecology · doi:10.1007/s00248-006-9062-8 · Cited by 273 · see citing works
FITTER, A. H., & Stickland, T. R. (1991) · New Phytologist · doi:10.1111/j.1469-8137.1991.tb00019.x · Cited by 273 · see citing works
Hund, A., Ruta, N., & Liedgens, M. (2009) · Plant and Soil · doi:10.1007/s11104-008-9843-6 · Cited by 272 · see citing works
Biochemical cycling in the rhizosphere having an impact on global change
Philippot, L., Hallin, S., Börjesson, G., & Baggs, E. M. (2008) · Plant and Soil · doi:10.1007/s11104-008-9796-9 · Cited by 271 · see citing works
Prospects for Developing Perennial Grain Crops
Cox, T. S., Glover, J., Tassel, D. V., Cox, C. M., & DeHaan, L. (2006) · BioScience · doi:10.1641/0006-3568(2006)56[649:pfdpgc]2.0.co;2 · Cited by 271 · see citing works
Hochholdinger, F. (2004) · Annals of Botany · doi:10.1093/aob/mch056 · Cited by 267 · see citing works
UK land use and soil carbon sequestration
Ostle, N., Levy, P., Evans, C., & Smith, P. (2009) · Land Use Policy · doi:10.1016/j.landusepol.2009.08.006 · Cited by 262 · see citing works
Genetic and genomic dissection of maize root development and architecture
Hochholdinger, F., & Tuberosa, R. (2009) · Current Opinion in Plant Biology · doi:10.1016/j.pbi.2008.12.002 · Cited by 258 · see citing works
Mycorrhizas: Anatomy and Cell Biology
Peterson, R. L., Massicotte, H. B., & Melville, L. (2004) · Cited by 255 · see citing works
Bull, I. D., van Bergen, P. F., Nott, C. J., Poulton, P. R., & Evershed, R. P. (2000) · Organic Geochemistry · doi:10.1016/s0146-6380(00)00008-5 · Cited by 255 · see citing works
Molecular Genetics of Rice Root Development
Rebouillat, J., Diévart, A., Verdeil, J., Escoute, J., Giese, G., Breitler, J., Gantet, P., Espéout, S., Guiderdoni, E., & Périn, C. (2008) · Rice · doi:10.1007/s12284-008-9016-5 · Cited by 254 · see citing works
Root Growth and Nitrate Uptake of Three Different Catch Crops in Deep Soil Layers
Kristensen, H. L., & Thorup-Kristensen, K. (2004) · Soil Science Society of America Journal · doi:10.2136/sssaj2004.5290 · Cited by 250 · see citing works
Kato, Y., Abe, J., Kamoshita, A., et al. (2006) · Plant and Soil · doi:10.1007/s11104-006-9008-4 · Cited by 245 · see citing works
Land resource potential and constraints at regional and country levels
Bot, A. J., Nachtergaele, F., & Young, A. (2000) · Medical Entomology and Zoology · Cited by 240 · see citing works
Lippman, Z. B., & Tanksley, S. D. (2001) · Genetics · doi:10.1093/genetics/158.1.413 · Cited by 239 · see citing works
Middle to Late Paleozoic Atmospheric CO <sub>2</sub> Levels from Soil Carbonate and Organic Matter
Mora, C. I., Driese, S. G., & Colarusso, L. A. (1996) · Science · doi:10.1126/science.271.5252.1105 · Cited by 239 · see citing works
The European carbon balance. Part 2: croplands
Ciais, P., Wattenbach, M., Vuichard, N., Smith, P. L., Piao, S. L., Don, A., Luyssaert, S., Janssens, I. A., Bondeau, A., Dechow, R., et al. (2009) · Global Change Biology · doi:10.1111/j.1365-2486.2009.02055.x · Cited by 239 · see citing works
Convergent evolution of perenniality in rice and sorghum
Hu, F., Tao, D., Sacks, E., Fu, B., Xu, P., Li, J., Yang, Y., McNally, K., Khush, G. S., Paterson, A. H., et al. (2003) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0630531100 · Cited by 236 · see citing works
Upland rice grown in soil-filled chambers and exposed to contrasting water-deficit regimes
Price, A. H., Steele, K. A., Moore, B. J., & Jones, R. G. W. (2002) · Field Crops Research · doi:10.1016/s0378-4290(02)00010-2 · Cited by 234 · see citing works
Soil carbon under switchgrass stands and cultivated cropland
Liebig, M. A., Johnson, H. A., Hanson, J. D., & Frank, A. B. (2005) · Biomass and Bioenergy · doi:10.1016/j.biombioe.2004.11.004 · Cited by 225 · see citing works
Regulating the cellular economy of supply and demand
Hofmeyr, J. S., & Cornish-Bowden, A. J. (2000) · FEBS Letters · doi:10.1016/s0014-5793(00)01668-9 · Cited by 225 · see citing works
Plant roots : growth, activity and interaction with soils
Gregory, P. J. (2006) · Medical Entomology and Zoology · Cited by 224 · see citing works
Huggins, D. R., & Reganold, J. P. (2008) · Scientific American · doi:10.1038/scientificamerican0708-70 · Cited by 220 · see citing works
Lal, R. (2010) · Food Security · doi:10.1007/s12571-010-0060-9 · Cited by 219 · see citing works
A soil carbon and land use database for the United Kingdom
Bradley, R. I., MILNE, R., Bell, J., Lilly, A., Jordan, C., & Higgins, A. (2005) · Soil Use and Management · doi:10.1079/sum2005351 · Cited by 218 · see citing works
Whited, G. M., Feher, F. J., Benko, D. A., Cervin, M. A., CHOTANI, G. K., McAuliffe, J. C., LaDuca, R. J., Ben-Shoshan, E. A., & Sanford, K. J. (2010) · Industrial Biotechnology · doi:10.1089/ind.2010.6.152 · Cited by 218 · see citing works
High-Throughput Quantification of Root Growth Using a Novel Image-Analysis Tool
French, A. P., Úbeda-Tomás, S., Holman, T. J., et al. (2009) · PLANT PHYSIOLOGY · doi:10.1104/pp.109.140558 · Cited by 216 · see citing works
Breecker, D. O., Sharp, Z. D., & McFadden, L. D. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0902323106 · Cited by 214 · see citing works
Review Paper: Arbuscular Mycorrhiza: Biological, Chemical, and Molecular Aspects
Strack, D., Fester, T., Hause, B., Schliemann, W., & Walter, M. H. (2003) · Journal of Chemical Ecology · doi:10.1023/a:1025695032113 · Cited by 209 · see citing works
Inheritance of Root Characters and their Relations to Drought Resistance in Rice<sup>1</sup>
Ekanayake, I. J., O'Toole, J. C., Garrity, D. P., & Masajo, T. M. (1985) · Crop Science · doi:10.2135/cropsci1985.0011183x002500060007x · Cited by 209 · cited 1× · see citing works
“…nutrients and water very effectively over extended periods, thus providing resistance to drought (e.g. Burch and Johns, 1978; Passioura, 1983, 2006; Ekanayake et al., 1985; Champoux et al., 1995; Price et al., 2002a; Kato et al., 2006; Kirkegaard et al., 2007; Bernier et al., 2008; Kamoshita…”
BackgroundDefrosting the Digital Library: Bibliographic Tools for the Next Generation Web
Hull, D., Pettifer, S. R., & Kell, D. B. (2008) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1000204 · Cited by 209 · see citing works
Self-citationProfile storage of organic/inorganic carbon in soil: From forest to desert
Wang, Y., Li, Y., Ye, X., Chu, Y., & Wang, X. (2010) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2010.01.015 · Cited by 209 · see citing works
Soils as carbon sinks: the global context
Smith, P. (2004) · Soil Use and Management · doi:10.1111/j.1475-2743.2004.tb00361.x · Cited by 204 · see citing works
Breeding Perennial Grain Crops
Cox, T. S., Bender, M., Picone, C., et al. (2002) · Critical Reviews in Plant Sciences · doi:10.1080/0735-260291044188 · Cited by 200 · see citing works
Temperate grasslands and global atmospheric change: a review
Soussana, J., & LÜSCHER, A. (2007) · Grass and Forage Science · doi:10.1111/j.1365-2494.2007.00577.x · Cited by 198 · see citing works
Soil Carbon Sequestration in Grazing Lands: Societal Benefits and Policy Implications
Follett, R. F., & Reed, D. (2010) · Rangeland Ecology & Management · doi:10.2111/08-225.1 · Cited by 198 · see citing works
McCarthy, J. F., Ilavský, J., JASTROW, J. D., Mayer, L. M., Perfect, E., & Zhuang, J. (2008) · Geochimica et Cosmochimica Acta · doi:10.1016/j.gca.2008.06.015 · Cited by 195 · see citing works
The arbuscular mycorrhizal fungal protein glomalin is a putative homolog of heat shock protein 60
Gadkar, V. J., & Rillig, M. C. (2006) · FEMS Microbiology Letters · doi:10.1111/j.1574-6968.2006.00412.x · Cited by 193 · see citing works
Root phenomics of crops: opportunities and challenges
Gregory, P. J., Bengough, A. G., Grinev, D. V., Schmidt, S., Thomas, W. T. B., Wojciechowski, T., & Young, I. M. (2009) · Functional Plant Biology · doi:10.1071/fp09150 · Cited by 193 · see citing works
Chapter 1 Impacts of the Oceans on Climate Change
Reid, P. C., Fischer, A. C., Lewis‐Brown, E., Meredith, M. P., Sparrow, M., Andersson, A. J., Antia, A., Bates, N. R., Bathmann, U. V., Beaugrand, G., et al. (2009) · Advances in marine biology · doi:10.1016/s0065-2881(09)56001-4 · Cited by 192 · see citing works
Genetic dissection of root growth in rice (Oryza sativa L.) I: a hydrophonic screen
Price, A. H., Tomos, A. D., & Virk, D. S. (1997) · Theoretical and Applied Genetics · doi:10.1007/s001220050541 · Cited by 191 · see citing works
Grandy, A. S., Loecke, T. D., Parr, S., & Robertson, G. P. (2006) · Journal of Environmental Quality · doi:10.2134/jeq2005.0166 · Cited by 183 · see citing works
Enhancing Eco‐efficiency in Agro‐ecosystems through Soil Carbon Sequestration
Lal, R. (2010) · Crop Science · doi:10.2135/cropsci2010.01.0012 · Cited by 175 · see citing works
Amado, T. J. C., Bayer, C., Conceição, P. C., et al. (2006) · Journal of Environmental Quality · doi:10.2134/jeq2005.0233 · Cited by 173 · see citing works
HILLIER, J., WHITTAKER, C., DAILEY, G., AYLOTT, M., CASELLA, E., RICHTER, G. M., RICHE, A., MURPHY, R., TAYLOR, G., & SMITH, P. (2009) · GCB Bioenergy · doi:10.1111/j.1757-1707.2009.01021.x · Cited by 169 · see citing works
Accounting for soil carbon sequestration in national inventories: a soil scientist’s perspective
Sanderman, J., & Baldock, J. (2010) · Environmental Research Letters · doi:10.1088/1748-9326/5/3/034003 · Cited by 168 · see citing works
Prolonged suppression of ecosystem carbon dioxide uptake after an anomalously warm year
Arnone, J. A., Verburg, P. S. J., Johnson, D. W., et al. (2008) · Nature · doi:10.1038/nature07296 · Cited by 166 · see citing works
Rubino, M., Dungait, J. A. J., Evershed, R. P., Bertolini, T., De Angelis, P., D’Onofrio, A., Lagomarsino, A., Lubritto, C., Merola, A., & Terrasi, F. (2010) · Soil Biology and Biochemistry · doi:10.1016/j.soilbio.2010.02.018 · Cited by 166 · see citing works
Historical and future perspectives of global soil carbon response to climate and land-use changes
Eglin, T. K., Ciais, P., Piao, S. L., Barré, P., Bellassen, V., Cadule, P., Chenu, C., Gasser, T., Koven, C. D., Reichstein, M., et al. (2010) · Tellus B · doi:10.1111/j.1600-0889.2010.00499.x · Cited by 161 · see citing works
The Maize Root System: Morphology, Anatomy, and Genetics
Hochholdinger, F. (2009) · Springer eBooks · doi:10.1007/978-0-387-79418-1_8 · Cited by 159 · see citing works
Visualization, modelling and prediction in soil microbiology
O’Donnell, A. G., Young, I. M., Rushton, S., Shirley, M., & Crawford, J. W. (2007) · Nature Reviews Microbiology · doi:10.1038/nrmicro1714 · Cited by 157 · see citing works
SHORT-ROOT Regulates Primary, Lateral, and Adventitious Root Development in Arabidopsis
Lucas, M., Swarup, R., Paponov, I. A., Swarup, K., Casimiro, I., Lake, D., Péret, B., Zappala, S., Mairhofer, S., Whitworth, M., et al. (2010) · PLANT PHYSIOLOGY · doi:10.1104/pp.110.165126 · Cited by 155 · see citing works
Flagged first, then by citations
Research works printed but not linked: 8
- 2006, Current Science, 90, 835
- 2004, 123, 1
- 2009, Current Science, 97, 618
- 2010, SCIENCE CHINALIFE SCIENCES, 53, 868
- 2010, ENVIRONMENTAL RESEARCH LETTERS, 5, 1
- 2005, 126, 129
- 2008, 146, 326
- 2010, 156, 1
Cited by
Sorted by citations
Soil organic matter turnover is governed by accessibility not recalcitrance
Dungait, J. A. J., Hopkins, D. W., Gregory, A. S., & Whitmore, A. P. (2012) · Global Change Biology · doi:10.1111/j.1365-2486.2012.02665.x · Cited by 1,616 · see citing works
The role of soil carbon in natural climate solutions
Bossio, D. A., Cook-Patton, S. C., Ellis, P. W., Fargione, J., Sanderman, J., Smith, P., Wood, S., Zomer, R. J., von Unger, M., Emmer, I. M., et al. (2020) · Nature Sustainability · doi:10.1038/s41893-020-0491-z · Cited by 1,273 · see citing works
Root system architecture: insights from <i>Arabidopsis</i> and cereal crops
Smith, S., & De Smet, I. (2012) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2011.0234 · Cited by 439 · see citing works
The Imperative for Regenerative Agriculture
Rhodes, C. J. (2017) · Science Progress · doi:10.3184/003685017x14876775256165 · Cited by 352 · see citing works
Carbon Sequestration by Perennial Energy Crops: Is the Jury Still Out?
Agostini, F., Gregory, A. S., & Richter, G. M. (2015) · BioEnergy Research · doi:10.1007/s12155-014-9571-0 · Cited by 155 · see citing works
Zatta, A., Clifton‐Brown, J., Robson, P., Hastings, A., & Monti, A. (2014) · GCB Bioenergy · doi:10.1111/gcbb.12054 · Cited by 104 · see citing works
Richter, G. M., Agostini, F., Redmile-Gordon, M., White, R., & Goulding, K. W. T. (2015) · Agriculture, Ecosystems & Environment · doi:10.1016/j.agee.2014.11.011 · Cited by 57 · see citing works
- Authors
- Kell, D. B.
- Affiliations
- Biotechnology and Biological Sciences Research Council (GB)
- Corresponding author
- Kell, D. B.
- ORCID
- Kell, D. B.
- Venue
- Annals of Botany
- Publisher
- Oxford University Press (OUP)
- Published
- 2011-08-03
- Volume
- 108
- Issue
- 3
- Pages
- 407-418
- ISSN
- 0305-7364 (ISSN-L)
- 1095-8290
- PMC
- PMC3158691
- OpenAlex
- W2125340135
- Semantic Scholar
- a9a7069ca44a4821ba5faa66a056d03e3bc08d56
- Cited by
- 439
- References
- 299
- Citations by year
- 2026: 31 · 2025: 39 · 2024: 31 · 2023: 35 · 2022: 47 · 2021: 33 · 2020: 41 · 2019: 27 · 2018: 31 · 2017: 30 · 2016: 18 · 2015: 18 · 2014: 18 · 2013: 19 · 2012: 19
- FWCI
- 3.57
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Annals of Botany (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Research Explorer (The University of Manchester) (submittedVersion)
- Topics
- Life Sciences › Agricultural and Biological Sciences › Soil Science › Soil Carbon and Nitrogen Dynamics
- Life Sciences › Agricultural and Biological Sciences › Soil Science › Soil Management and Crop Yield
- Life Sciences › Agricultural and Biological Sciences › Soil Science › Soil erosion and sediment transport
- Keywords
- deep rooting, crop breeding, soil carbon sequestration, root architecture, soil water retention, nutrient retention, soil structure, root crops, atmospheric CO2 stabilization, sustainable agriculture, plant breeding
- MeSH terms
- Breeding, Carbon, Carbon Dioxide, Soil, Water, Plant Roots, Biomass, Crops, Agricultural, Carbon Sequestration
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 2026-10-10.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-10.
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.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review