The DOI matches its Crossref record; 306 of the 308 references it cites were found in a registry or an index, and 2 are not checked yet.
The changing face of the Arctic: four decades of greening and implications for tundra ecosystems
Open accessAbstract
Arctic landscapes occupy a nexus of environmental change processes, globally significant soil carbon stores, wildlife populations, and subsistence-based human societies. In response to rapid climate warming, tundra ecosystems are experiencing widespread changes to vegetation and underlying permafrost, coupled with an array of ecological disturbances that are expected to intensify in the future. Declines in the extent of the cryosphere on land (permafrost and seasonal snow) and offshore (sea-ice) raise the question of whether and for how long warmer portions of the Low Arctic will fit established concepts of “what is Arctic,” given the influence the cryosphere has historically had on tundra ecosystem structure and function. The era of spaceborne observation of circumpolar tundra greenness, in the form of the Normalized Difference Vegetation Index (NDVI), has entered its fifth decade and provides foundational information concerning ecosystem conditions and responses to climatic trends, variability, ecological disturbance, and successional processes. Here we review the evolving story of Arctic greening, and synthesize long-term spaceborne records of NDVI, climatic data, field observations, and the knowledge base of Arctic residents to place the last four decades of Arctic environmental change in context, and establish expectations and research priorities for the coming decade. Greenness dynamics display high spatio-temporal variability, reflecting complex interactions of climatic warming and variability, landscape history, ecological disturbance, and other factors. Nonetheless, long-term increases in NDVI—commonly known as “the greening of the Arctic”—remain prominent across large areas in all available long-term spaceborne datasets and align with long-term shifts in vegetation structure documented in disparate Arctic regions. Common shifts reported from the Low Arctic, such as shrubification, generally portend declines in floristic diversity, and shifts in fauna that favor boreal forest species. Despite lingering uncertainties regarding trend attribution and sources of interannual variability, the sequence of record-high circumpolar tundra greenness values observed since 2020 provides strong evidence that Arctic tundra ecosystems have entered a state without historic precedent on timescales approaching a millennium.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“The latter two records generally display less interannual variability in MaxNDVI than the legacy GIMMS-3g+ dataset, likely reflecting their higher spatial resolution and improved calibration (Frost et al. 2025).”
From NOAA Arctic Report Card 2025: Tundra Greenness (2025) · cites this paper as Frost et al. 2025
Experimental — accuracy not yet measuredThe cited source says what the claim attributes to it.
In the citing paper
“Increases in the abundance, distribution, and height of Arctic shrubs are a major component of Arctic greening (Frost et al. 2025).”
From NOAA Arctic Report Card 2025: Tundra Greenness (2025) · cites this paper as Frost et al. 2025
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Red and photographic infrared linear combinations for monitoring vegetation
Tucker, C. J. (1979) · Remote Sensing of Environment · doi:10.1016/0034-4257(79)90013-0 · Cited by 12,395
Overview of the radiometric and biophysical performance of the MODIS vegetation indices
HUETE, A. R., Didan, K., Miura, T., Rodriguez, E. P., Gao, X., & Ferreira, L. G. (2002) · Remote Sensing of Environment · doi:10.1016/s0034-4257(02)00096-2 · Cited by 9,954
(1996) · Institutional Research Information System University of Turin (University of Turin) · doi:10.1111/j · Cited by 5,486
Increased plant growth in the northern high latitudes from 1981 to 1991
Myneni, R. B., Keeling, C. D., Tucker, C. J., Asrar, G., & Nemani, R. (1997) · Nature · doi:10.1038/386698a0 · Cited by 3,448
The Arctic has warmed nearly four times faster than the globe since 1979
Rantanen, M., Karpechko, A. Y., Lipponen, A., Nordling, K., Hyvärinen, O., Ruosteenoja, K., Vihma, T., & Laaksonen, A. (2022) · Communications Earth & Environment · doi:10.1038/s43247-022-00498-3 · Cited by 3,317
Processes and impacts of Arctic amplification: A research synthesis
Serreze, M. C., & Barry, R. G. (2011) · Global and Planetary Change · doi:10.1016/j.gloplacha.2011.03.004 · Cited by 2,752
Development of a two-band enhanced vegetation index without a blue band
JIANG, Z., HUETE, A. R., Didan, K., & MIURA, T. (2008) · Remote Sensing of Environment · doi:10.1016/j.rse.2008.06.006 · Cited by 2,198
Permafrost is warming at a global scale
Biskaborn, B. K., Smith, S. L., Noetzli, J., Matthes, H., Vieira, G. T., Streletskiy, D. A., Schoeneich, P., Romanovsky, V. E., Lewkowicz, A. G., Abramov, A., et al. (2019) · Nature Communications · doi:10.1038/s41467-018-08240-4 · Cited by 2,079
Huang, S., Tang, L., Hupy, J. P., Wang, Y., & Shao, G. (2020) · Journal of Forestry Research · doi:10.1007/s11676-020-01155-1 · Cited by 1,673
Zhou, L., Tucker, C. J., Kaufmann, R. K., Slayback, D. A., Shabanov, N. V., & Myneni, R. B. (2001) · Journal of Geophysical Research Atmospheres · doi:10.1029/2000jd000115 · Cited by 1,551
Research works printed but not linked: 12
- 2017, Snow, water, ice and permafrost in the arctic (SWIPA) 2017
- Didan, 2018, VIIRS/NPP vegetation indices 16-day L3 global 500m SIN grid V001
- Fienup-Riordan, 2021, Yup’Ik and Cup’Ik observations of Alaska’s changing Yukon-Kuskokwim Delta: results of a knowledge exchange meeting with natural scientists
- Frost, 2024, Tundra greenness [in “state of the climate in 2023”], Bull. Am. Meteorological Soc., 105, S305, 10.1175/BAMS-D-24-0101.1 · DOI
- Magnússon, Shrub decline and expansion of wetland vegetation revealed by very high resolution land cover change detection in the Siberian lowland tundra, Sci. Total Environ., 782, 146877, 10.1016/j.scitotenv.2021.146877 · DOI
- Meltofte, 2013, Arctic biodiversity assessment: status and trends in arctic biodiversity. Akureyri
- Rearden, 2014, Nunamta ellamta-llu ayuqucia: what our land and world are like
- Rupp, 2000, A frame-based spatially explicit model of subarctic vegetation response to climatic change: comparison with a point model, Landsc. Ecol., 15, 383, 10.1023/A:1008168418778 · DOI
- Ukraintseva, 2007, The effect of cryogenic landslides (active-layer detachments) on fertility of tundra soils on Yamal Peninsula, Russia, 1605
- Von Baeckmann, 2024, Landcover succession for recently drained lakes in permafrost on the Yamal peninsula, West. Sib., 10.5194/egusphere-2024-699 · DOI
- Walker, The circumpolar Arctic vegetation map, J. Veg. Sci., 16, 267, 10.1658/1100-9233(2005)016[0267:tcavm]2.0.co;2 · DOI
- Zaika, 2024, Omnia mea mecum porto*: science diplomacy realm of the Russian Arctic, Paradig. İktisadi ve İdari Araştırmalar Derg., 13, 1
Cited by
Sorted by citations
Colesie, C., Gray, A. M., Walshaw, C. V., Bokhorst, S., Kerby, J. T., Jawak, S. D., Sancho, L. G., & Convey, P. (2025) · Global Change Biology · doi:10.1111/gcb.70294 · Cited by 20
Borealization of tundra ecosystems with climate and land-use change
Verdonen, M., Barrio, I. C., Barbero-Palacios, L., López‐Blanco, E., Speed, J. D. M., Defourneaux, M., Criado, M. G., Moullec, M. L., Mellard, J. P., Salazar, A., et al. (2025) · Environmental Research Letters · doi:10.1088/1748-9326/ae2e18 · Cited by 8
Self-citationSlentz, A. E., Mckenna, A. M., Kellerman, A. M., Holt, A. D., Burns, A. J., Miller, M., Wagner, S., Tzortziou, M. A., Smith, H., Mannino, A., et al. (2025) · Journal of Geophysical Research Biogeosciences · doi:10.1029/2025jg008899 · Cited by 5
Virkkala, A., Wargowsky, I. K., Vogt, J., Kuhn, M. A., Madaan, S., Windholz, T., Arndt, K. A., Rocher‐Ros, G., Goeckede, M., Olefeldt, D., et al. (2026) · Earth system science data · doi:10.5194/essd-18-6357-2026 · Cited by 5
Self-citationPhulara, M., Opała‐Owczarek, M., Szymański, W., Ślopek, J., Węgrzyn, M. H., Łupikasza, E. B., Korabiewski, B., & Owczarek, P. (2025) · Global Ecology and Conservation · doi:10.1016/j.gecco.2025.e03801 · Cited by 3
Metadata
- Authors
- Frost, G. V., Bhatt, U. S., Macander, M. J., Berner, L. T., Walker, D. A., Raynolds, M. K., Magnússon, R. Í., Bartsch, A., Bjerke, J. W., Epstein, H. E., Forbes, B. C., Goetz, S. J., Hoy, E. E., Karlsen, S. R., Kumpula, T., Lantz, T. C., Lara, M. J., López-Blanco, E., Montesano, P. M., Neigh, C. S. R., Nitze, I., Orndahl, K. M., Park, T., Phoenix, G. K., Rocha, A. V., Rogers, B. M., Schaepman-Strub, G., Tømmervik, H., Verdonen, M., Veremeeva, A., Virkkala, A.-M., & Waigl, C. F.
- Affiliations
- Alaska Biological Research (United States) (US)
- University of Alaska Fairbanks (US)
- Northern Arizona University (US)
- Wageningen University & Research (NL)
- b.geos (AT)
- Norwegian Institute for Nature Research (NO)
- University of Virginia (US)
- University of Lapland (FI)
- Goddard Space Flight Center (US)
- NORCE Research AS (NO)
- University of Eastern Finland (FI)
- University of Victoria (CA)
- University of Illinois Urbana-Champaign (US)
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung (DE)
- Ames Research Center (US)
- University of Sheffield (GB)
- University of Notre Dame (US)
- Woodwell Climate Research Center (US)
- Agricultural University of Iceland (IS)
- Corresponding author
- Frost, Gerald V.
- ORCID
- Frost, Gerald V.
- Bhatt, Uma S.
- Macander, Matthew J.
- Berner, Logan T.
- Walker, Donald A.
- Raynolds, Martha K.
- Magnússon, Rúna Í.
- Bjerke, Jarle W.
- Epstein, Howard E.
- Forbes, Bruce C.
- Goetz, Scott J.
- Hoy, Elizabeth E.
- Karlsen, Stein R.
- Kumpula, Timo
- Lantz, Trevor C.
- Lara, Mark J.
- Montesano, Paul M.
- Neigh, Christopher S. R.
- Nitze, Ingmar
- Orndahl, Kathleen M.
- Park, Taejin
- Phoenix, Gareth K.
- Rocha, Adrian V.
- Rogers, Brendan M.
- Tømmervik, Hans
- Verdonen, Mariana
- Veremeeva, Alexandra
- Virkkala, Anna-Maria
- Waigl, Christine F.
- Venue
- Frontiers in Environmental Science
- Publisher
- Frontiers Media SA
- Published
- 2025-04-10
- Volume
- 13
- ISSN
- 2296-665X (ISSN-L)
- OpenAlex
- W4409329826
- Cited by
- 51
- References
- 308
- Citations by year
- 2026: 39 · 2025: 12
- FWCI
- 22.15
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Frontiers in Environmental Science (publishedVersion, cc-by)
- White Rose Research Online (University of Leeds, The University of Sheffield, University of York) (acceptedVersion)
- Zurich Open Repository and Archive (University of Zurich) (acceptedVersion, cc-by)
- Socio-Environmental Systems Modeling (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Zurich Open Repository and Archive (University of Zurich) (submittedVersion, cc-by)
- Zurich Open Repository and Archive (University of Zurich)
- Funders
- National Aeronautics and Space Administration (80NSSC22K1256)
- Topics
- Physical Sciences › Earth and Planetary Sciences › Atmospheric Science › Climate change and permafrost
- Physical Sciences › Environmental Science › Ecology › Polar Research and Ecology
- Physical Sciences › Environmental Science › Ecology › Remote Sensing in Agriculture
- Keywords
- Arctic greening, tundra ecosystems, NDVI, global warming, permafrost thaw, shrubification, vegetation change, sea ice decline, Low Arctic, long-term satellite records, floristic diversity, environmental disturbance, indigenous knowledge
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.
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