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dc.contributor.authorLomax, GA
dc.contributor.authorPowell, TWR
dc.contributor.authorLenton, TM
dc.contributor.authorEconomou, T
dc.contributor.authorCunliffe, AM
dc.date.accessioned2024-09-24T15:19:56Z
dc.date.issued2024-09-12
dc.date.updated2024-09-24T14:00:03Z
dc.description.abstractPrecipitation variability is forecast to increase under climate change but its impacts on vegetation productivity are complex. Here, we use generalised additive models and remote sensing-derived datasets to quantify the effect of precipitation amount, distribution, and intensity on the gross primary productivity of dry rangelands across sub-Saharan Africa from 2000 to 2019 and differentiate these effects from other variables. We find that total precipitation is the primary driver of productivity, but that more variable rainfall has a small negative effect across vegetation types and rainfall regimes. Temperature and soil nitrogen also have strong effects, especially in drier rangelands. Shrublands and grasslands are more sensitive to environmental variability than savannas. Our findings support a model in which the main constraints on productivity are maintenance of soil moisture and minimisation of plant water stress. This highlights the risks of climate warming and increasing variability for productivity in water-limited grass and shrublands but suggests savannas may have greater resilience in Africa.en_GB
dc.description.sponsorshipOppenheimer Programme in African Landscape Systems (OPALS)en_GB
dc.description.sponsorshipUniversity of Exeteren_GB
dc.description.sponsorshipSarah Turvillen_GB
dc.description.sponsorshipOppenheimer Generations Research and Conservationen_GB
dc.description.sponsorshipEngineering and Physical Sciences Research Council (EPSRC)en_GB
dc.description.sponsorshipA. G. Leventis Foundationen_GB
dc.description.sponsorshipLeverhulme Trusten_GB
dc.description.sponsorshipAlan Turing Instituteen_GB
dc.description.sponsorshipEuropean Union Horizon 2020en_GB
dc.description.sponsorshipCyprus Governmenten_GB
dc.identifier.citationVol. 5(1), article 500en_GB
dc.identifier.doihttps://doi.org/10.1038/s43247-024-01664-5
dc.identifier.grantnumberEP/S022074/1en_GB
dc.identifier.grantnumberRPG-2018-046en_GB
dc.identifier.grantnumber856612en_GB
dc.identifier.urihttp://hdl.handle.net/10871/137524
dc.identifierORCID: 0000-0002-6725-7498 (Lenton, Timothy M)
dc.identifierORCID: 0000-0001-8697-1518 (Economou, Theo)
dc.identifierORCID: 0000-0002-8346-4278 (Cunliffe, Andrew M)
dc.language.isoenen_GB
dc.publisherNature Researchen_GB
dc.relation.urlhttps://github.com/gee-hydro/gee_PMLen_GB
dc.relation.urlhttps://www.chc.ucsb.edu/data/chirpsen_GB
dc.relation.urlhttps://lpdaac.usgs.gov/products/mcd12q1v006/en_GB
dc.relation.urlhttps://lpdaac.usgs.gov/products/mcd64a1v006/en_GB
dc.relation.urlhttps://doi.org/10.5281/zenodo.13294238en_GB
dc.relation.urlhttps://doi.org/10.5281/zenodo.7024961en_GB
dc.relation.urlhttps://code.earthengine.google.com/?accept_repo=users/guylomax01/africa_rangeland_ppt_gpp_analysisen_GB
dc.relation.urlhttps://code.earthengine.google.com/?asset=projects/ee-guylomax01/assets/africa_rangeland_precipitation_gppen_GB
dc.rights© The Author(s) 2024. Open Access. This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.en_GB
dc.titleUntangling the environmental drivers of gross primary productivity in African rangelandsen_GB
dc.typeArticleen_GB
dc.date.available2024-09-24T15:19:56Z
dc.identifier.issn2662-4435
exeter.article-number500
dc.descriptionThis is the final version. Available on open access from Nature Research via the DOI in this recorden_GB
dc.descriptionData availability: All data used in this study are freely available and can be accessed in online repositories. The latest PML_V2 product39 is available through Google Earth Engine from https://github.com/gee-hydro/gee_PML. CHIRPS daily precipitation data38 is available at https://www.chc.ucsb.edu/data/chirps. ERA5-Land reanalysis data95 are available from the European Centre for Medium-Range Weather Forecasts at https://cds.climate.copernicus.eu/cdsapp#!/dataset/reanalysis-era5-land-monthly-means. The following MODIS datasets are available from the Land Processes Distributed Active Archive Center (LP DAAC): land cover classes90 (https://lpdaac.usgs.gov/products/mcd12q1v006/) and burned area96 (https://lpdaac.usgs.gov/products/mcd64a1v006/). The iSDAsoil dataset60 can be accessed at https://isda-africa.com/isdasoil. All datasets are also available through Google Earth Engine (Google account required) and are linked to in the Google Earth Engine repository detailed below. Processed data used for fitting the annual and multi-annual GAMs, as well as model output data used to generate Figs. 1–4, are available at https://doi.org/10.5281/zenodo.13294238.en_GB
dc.descriptionCode availability: Data preparation and analysis code is available at https://doi.org/10.5281/zenodo.7024961. The Google Earth Engine repository for data pre-processing can be accessed by registered Earth Engine users at https://code.earthengine.google.com/?accept_repo=users/guylomax01/africa_rangeland_ppt_gpp_analysis. Intermediate data pre-processing Earth Engine assets can also be accessed at https://code.earthengine.google.com/?asset=projects/ee-guylomax01/assets/africa_rangeland_precipitation_gpp.en_GB
dc.identifier.eissn2662-4435
dc.identifier.journalCommunications Earth & Environmenten_GB
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/en_GB
dcterms.dateAccepted2024-08-29
rioxxterms.versionVoRen_GB
rioxxterms.licenseref.startdate2024-09-12
rioxxterms.typeJournal Article/Reviewen_GB
refterms.dateFCD2024-09-24T15:15:19Z
refterms.versionFCDVoR
refterms.dateFOA2024-09-24T15:20:48Z
refterms.panelCen_GB
refterms.dateFirstOnline2024-09-12


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© The Author(s) 2024. Open Access. This article is licensed under a Creative Commons
Attribution 4.0 International License, which permits use, sharing,
adaptation, distribution and reproduction in any medium or format, as long
as you give appropriate credit to the original author(s) and the source,
provide a link to the Creative Commons licence, and indicate if changes
were made. The images or other third party material in this article are
included in the article’s Creative Commons licence, unless indicated
otherwise in a credit line to the material. If material is not included in the
article’s Creative Commons licence and your intended use is not permitted
by statutory regulation or exceeds the permitted use, you will need to
obtain permission directly from the copyright holder. To view a copy of this
licence, visit http://creativecommons.org/licenses/by/4.0/.
Except where otherwise noted, this item's licence is described as © The Author(s) 2024. Open Access. This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.