Cland Publication | CLAND Convergence Institute

PUBLICATIONS

Machine learning based on functional principal component analysis to quantify the effects of the main drivers of wheat yields

Title (DOI link)	Authors	Journal
2017
Aligning agriculture and climate policy	Chabbi A., Lehmann J., Ciais P., et al. 2017.	Nature Clim. Change 7, 307-309.
Temperature increase reduces global yields of major crops in four independent estimates	Zhao C., Liu B., Piao S.L., Wang X.H., Lobell D.B., Huang Y. et al., 2017.	Proc. Nat. Acad. Sci. 114, 9326-9331.
Assessing the impacts of 1.5 °C global warming – simulation protocol of the Inter-Sectoral Impact Model Intercomparison Project (ISIMIP2b)	Frieler K., Lange S., Piontek F., Reyer C.P.O., Schewe J., et al., 2017.	Geosci. Model Dev. 10, 4321-4345.
2018
Satellite passive microwaves reveal recent climate-induced carbon losses in African drylands	Brandt M., Wigneron J.P., Chave J., Tagesson T., Penuelas J., Ciais P., et al., 2018.	Nature Ecol. Evol. 2, 827-835.
Changes in the Response of the Northern Hemisphere Carbon Uptake to Temperature Over the Last Three Decades	Yin Y., Ciais P., Chevallier F., Li W., Bastos A., Piao S.L., Wang T., Liu H.Y., 2018.	Geophys. Res. Lett. 45, 4371-4380.
Causes and implications of the unforeseen 2016 extreme yield loss in the breadbasket of France	Ben-Ari T., Boe J., Ciais P., Lecerf R., Van der Velde M., Makowski D., 2018.	Nature Comm. 9, 1627.
Coupling of ecosystem-scale plant water storage and leaf phenology observed by satellite	Tian F., Wigneron J.P., Ciais P., Chave J., Ogée J., Penuelas J., et al., 2018.	Nature Ecol. Evol. 2, 1428-1435.
Ranking crop species using mixed treatment comparisons	Albert I., Makowski D., 2018.	Res. Synth. Meth. 10, 343-359.
Yield trends, variability and stagnation analysis of major crops in France over more than a century	Schauberger B., Ben-Ari T., Makowski D., Kato T., Kato H., Ciais P., 2018.	Scient. Rep. 8, 16865.
The Crucial Role of International Trade in Adaptation to Climate Change	Gouel, C., Laborde, D., 2018.	(Working Paper No. 25221), Working Paper Series. National Bureau of Economic Research.
2019
Plant trait variation along environmental indicators to infer global change impacts	Dalle Fratte M., Brusa G., Pierce S., Zanzottera M., Cerabolini B.E.L., 2019.	Flora 254, 113-121.
Global nitrous oxide emissions from pasturelands and rangelands: magnitude, spatiotemporal patterns, and attribution	Dangal S.R.S., Tian H.Q., Xu R.T., Chang J.F., Canadell J.G., Ciais P., Pan S.F., Yang J., Zhang B.W., 2019.	Global Biogeochem. Cycles 33, 200-222.
China and India lead in greening of the world through land-use management	Chen C., Park T., Wang X.H., Piao S.L., Xu B.D., Chaturvedi R.K., Fuchs R., Brovkin V., Ciais P., Fensholt R., Tommervik H., Bala G., Zhu Z.C., Nemani R.R., Myneni R.B., 2019.	Nature Sustain. 2, 122-129.
Air temperature optima of vegetation productivity across global biomes	Huang M.T., Piao S.L., Ciais P., Penuelas J., et al., 2019.	Nature Ecol. Evol. 3, 772-779.
Five decades of northern land carbon uptake revealed by the interhemispheric CO2 gradient	Ciais P., Tan J., Wang X., Roedenbeck C., Chevallier F., Piao S.L., Moriarty R., Broquet G., Le Quéré C., Canadell J.G., Peng S., Poulter B., Liu Z., Tans P., 2019.	Nature 568, 221-225.
A dataset of meta-analyses on crop diversification at the global scale	Beillouin D., Ben-Ari T., Makowski D., 2019.	Data in Brief, Vol. 24, 103898.
Data-driven estimates of global nitrous oxide emissions from croplands	Wang Q., Zhou F., Shang Z., Ciais P., Winiwarter W., Jackson B.R., Tubellio N.F., Janssen-Maenhout G., Tian H., Cui X., Canadell G.J., Piao S., Piao S., Tao S., 2019.	National Science Review, Vol. 7 Issue 2.
Satellite-observed pantropical carbon dynamics	Fan L., Wigneron J.P., Ciais P. Chave J., Brandt M., Fensholt R., et al., 2019.	Nature Plants 5, 944-951.
Benchmark estimates for aboveground litterfall data derived from ecosystem models	Li S.H., Yuan W.P., Ciais P., Viovy N., Ito A., Jia B.R., Zhu D., 2019.	Environ. Res. Lett. 14, 084020.
Vegetation structural change since 1981 significantly enhanced the terrestrial carbon sink	Chen J.M., Ju W.M., Ciais P., Viovy N., Liu R.G., Liu Y., Lu X.H., 2019.	Nature Comm. 10, 4259.
A reversal in global terrestrial stilling and its implications for wind energy production	Zeng Z.Z., Ziegler A.D., Searchinger T., Yang I., Chen A.P., Ju K.L., Piao S.L., Li L.Z.X., Ciais P., Chen D.L., Liu J.G., Azorin-Molina C., Chappell A., Medvigy D., Wood E.F., 2019.	Nature Clim. Change 9, 979-985.
Evidence map of crop diversification strategies at the global scale	Bellouin D., Ban-Ari T., Makowski D., 2019.	Environ. Res. Lett. 14, 123001.
2020
Characteristics, drivers and feedbacks of global greening	Piao S.L., Wang X., Park T., Chen C., Lian X., He Y., Bjerke J.W., Chen A., Ciais P., Tommervik H., Nemani R.R., Myneni B., 2020.	Nature Rev. Earth Env. 1, 14-27.
Anthropogenic global shifts in biospheric N and P concentrations and ratios and their impacts on biodiversity, ecosystem productivity, food security, and human health	Penuelas J., Janssens A. I., Ciais P., Obersteiner M., Sardans J., 2021.	Global Change Biology
A global map of root biomass across the world’s forests	Huang Y., Ciais P., Santoro M., Makowski D., Chave J., Schepaschenko D., Abramoff R., Goll S. D., Yang H., Chen Y., Wei W., Piao S., 2020.	Cold Spring Harbor Laboratory
Improvement of the irrigation scheme in the ORCHIDEE land surface model and impacts of irrigation on regional water budgets over China	Yin Z., Wang H. X., Ottlé C.,Zhou F., Guimberteau M., Polcher J., Peng S. S., Piao L. S., Li L., Bo Y., Chen L. X., Zhou D. X., Kim H. and Ciais P., 2020.	Journal of Advances in Modeling Earth Systems
Tropical forests did not recover from the strong 2015–2016 El Niño event	Wigneron J.P., Fan L., Ciais P., Bastos A., Brandt M., Chave J., Saatchi S., Baccini A., Fensholt R., 2020.	Sciences Advances, Vol. 6, no.6.
Sources of uncertainty in regional and global terrestrial CO2 exchange estimates	Bastos A., O'Sullivan M., Ciais P., Makowski D., Sitch S., Friedlingstein P., Chevallier F., et al., 2020.	Global Biogeochemical Cycles, 34.
Carbon and phosphorus allocation in annual plants: an optimal functioning approach	Kvakic M., Tzagkarakis G., Pellerin S., Ciais P., Foll D., Mollier A. and Ringeval B., 2020.	Front Plant Sci. 2020;11:149.
Impact of extreme weather conditions on European crop production in 2018	Beillouin D., Schauberger B. Bastas A., Ciais P. and Makowski D., 2020.	Phil. Trans R. Soc. B 375: 20190510.
Quantitative synthesis of temperature, CO2, rainfall, and adaptation effects on global crop yields	Makowski D., Marajo-Petitzon E., Durand J.L., Ben-Ari T., 2020.	European Journal of Agronomy ,Vol. 115, 126041.
Forecasting severe grape downy mildew attacks using machine learning	Chen M., Brun F., Raynal M, Makowski D., 2020.	PLoS One 15(3): e0230254.
China's food supply sources under trade conflict with the US and limited domestic land and water resources	Liu W.,Yang H., Ciais P., Kummu M., Hiekstra Y.A., 2020.	Earth's Future, Vol. 8, Issue 3.
Increased control of vegetation on global terrestrial energy fluxes	Forzieri G., Miralles G.D., Cescatti A., 2020.	Nature Climate Change
CE-DYNAM (v1): a spatially explicit process-based carbon erosion scheme for use in Earth system models	Naipal V., Lauerwald R., Ciais P., Guenet B., Wang Y., 2020.	Geosci. Model Dev. 13, 1201-1222.
Deceleration of China’s human water use and its key drivers	Zhou F., Bo Y., Ciais P., Dumas P. et al., 2020.	Proceedings of the National Academy of Sciences.
Mapping the yields of lignocellulosic bioenergy crops from observations at the global scale	Li W., Ciais P., Stehfest E., Vuueren (van) D., Popp A., Arneth A., Di Fulvio F., Doelman J, Humpenöder F., Harper B. A., Park T., Makowski D., Havlik P., Obersteiner M., Wang J., Krause A., Liu W., 2020.	Earth Syst. Sci. Data, 12, 789–804.
Analyzing uncertainty in critical nitrogen dilution curves	Makowski D.,Zhao B., Ata-Ul-Karim T. S., Lemaire G., 2020.	European Journal of Agronomy, Vol. 118.
The global cropland-sparing potential of high-yield farming	Folberth C., Khabarov N., Balkovic J. et al., 2020.	Nat. Sustain 3, 281-289.
Warming-induced unprecedented high-elevation forest growth over the monsoonal Tibetan Plateau	Chunming Shi and al, 2020.	Environ. Res. Lett. 15 054011.
European anthropogenic AFOLU greenhouse gas emissions: a review and benchmark data	Petrescu R., Peters G., Janssens-Maenhout G., Ciais P., Tubiello F., Grassi G. et al., 2020.	Earth System Science Data, 12 (2), 961-1001.
High spatiotemporal resolution mapping of global urban change from 1985 to 2015	Liu X, Huang Y., Xu X., Li X., Li X., Ciais P., Lin P., Gong K., Ziegler D. A., Chen A., Gong P., Chen J., Hu G., Chen Y., Wang S., Wu Q., Huang K., Estes L., Zeng Z., 2020.	Nat. Sustain
[Supplementary information for] High spatiotemporal resolution mapping of global urban change from 1985 to 2015	Liu X, Huang Y., Xu X. et al., 2020.
Analyzing uncertainty in critical nitrogen dilution curves	Makowski D.,Zhao B., Ata-Ul-Karim T. S., Lemaire G., 2020.	European Journal of Agronomy, Vol. 118, 126076.
Temporal trade-off between gymnosperm resistance and resilience increases forest sensitivity to extreme drought	Li X., Piao S., Wang K., Wang T., Ciais P., Chen A., Lian X., Peng S., Peñuelas J., 2020.	Nat Ecol Evol 4, 1075–1083.
Modeling the impacts of diffuse light fraction on photosynthesis in ORCHIDEE (v5453) land surface model	Zhang Y., Bastas A., Maignan F., Goll D., Boucher O. et al., 2020.	Geosci. Model Dev. Discuss.
Carbon benefits from forest transitions promoting biomass expansions and thickening	Kauppi E. P., Ciais P., Högberg P., Nordin A., Lappi J., Lundmark T. and Wernick K. I., 2020.	Glob Change Biol. 26:5365–5370.
Productive Capacity of Biodiversity: Crop Diversity and Permanent Grasslands in Northwestern France	Bareille F., Dupraz P., 2020	Environ Resource Econ 77, 365–399.
Going beyond mean effect size: Presenting prediction intervals for on-farm network trial analyses	Laurent A., Miguez F.E., Kyveryga P.M., Makowski D. 2020.	European Journal of Agronomy 120:126127.
Feedbacks of soil properties on vegetation during the Green Sahara period	Chen W., Ciais P., Ducharne A., Viovy N., Qiu C. and Huang C., 2020.	Quaternary Science Reviews Volume 240, 106389.
Assessing the impact of increased legume production in Europe on global agricultural emissions	Prudhomme, R., Brunelle, T., Dumas, P., Le Moing, A., Zhang, X., 2020.	Regional Environmental Change 20, no.91
Interactive web‐based data visualization and analysis tool for synthetizing on‐farm research networks data	Laurent A., Lyu X., Kyveryga P.M., Makowski D., Hofmann H., Miguez F.E. 2020.	Research Synthesis Methods, 1-12.
The COVID-19 lockdowns: a window into the Earth System	Diffenbaugh, N.S., Field, C.B., Appel, E.A. and al, 2020.	Nat Rev Earth Environ 1, 470–481.
Slaughter cattle to secure food calories and reduce agricultural greenhouse gas emissions? Some prospective estimates for France	Jayet, P., Isbasoiu, A. & De Cara, S., 2020.	Rev Agric Food Environ Stud
Combining mitigation strategies to increase co-benefits for biodiversity and food security. Environmental Research Letters	Prudhomme R., De Palma A., Dumas P., Gonzalez R., Leadley P. , Levrel H., Purvis A., Brunelle T., 2020.	Environmental Research Letters
How simulations of the land carbon sink are biased by ignoring fluvial carbon transfers: a case study for the Amazon basin	Lauerwald R., Regnier P., Guenet B., Friedlingstein P. and Ciais P., 2020.	One Earth, 3 (2), 226-236.
Food security under high bioenergy demand toward long-term climate goals. Climatic Change	Hasegawa, T., Sands, R.D., Brunelle, T. et al., 2020.	Climatic Change
A lexicographic-based two-stage algorithm for vehicle routing problem with simultaneous pickup–delivery and time window	Shi Y., Zhou Y., Boudouh T., Grunder O., 2020.	Engineering Applications of Artificial Intelligence, Vol. 95.
Can N2O emissions offset the benefits from soil organic carbon storage?	Guenet, B., Gabrielle, B., Chenu, C., Arrouays, D., Balesdent, J. et al. (2020).	Global Change Biology
Sensitivity of gross primary productivity to climatic drivers during the summer drought of 2018 in Europe	Fu. Z, Ciais P., Bastos A., Stoy P. C. et al., 2020.	Phil. Trans. R. Soc. B 375: 20190747.
Temperatures, Heterogeneous Exporters and Aggregate Trade	Clément Nedoncelle., 2020.	Conférence annuelle de la FAERE 2020, Université de Grenoble Alpes; Inrae - UMR GAEL; Grenoble INP; Faculté d'Economie - Université de Grenoble Alpes,
A comprehensive quantification of global nitroux oxide sources and sinks	Tian H., Xu R., Canadell J.G. and al., 2020.	Nature 586, 248–256.
Editorial of the special issue "Evidence synthesis in agronomy"	Makowski D., 2020.	European Journal of Agronomy, Vol. 122, 126183.
Reducing uncertainties of future global soil carbon responses to climate and land use change with emergent constraints	Xu, W., Chang, J., Ciais, P., Guenet, B., Viovy, N., Ito, A. and al., 2020.	Global Biogeochemical Cycles, 34.
Global phosphorus losses from croplands under future precipitation scenarios	Liu W., Ciais P., Liu X., Yang H., Hoekstra Y. A., Tang Q., Wang W., Li X. and Cheng L., 2020.	Environ. Sci. Technol.
Toward a global-scale soil climate mitigation strategy	Amelung W., Bossio D., de Vries W., Kögel-Knabner I., Lehmann J. et al., 2020.	Communications 11, Article number: 5427.
Future impacts of climate change on inland Ramsar wetlands	Xi Y., Peng S., Ciais P. and Chen Y., 2020.	Nature Climate Change 11, 45-51.
Ensemble modelling, uncertainty and robust predictions of organic carbon in long‐term bare‐fallow soils	Farina R., Sándor R., Abdalla M., Álvaro‐Fuentes J., Bechini L. et al., 2020.	Glob. Chang. Biol.
Soil carbon sequestration simulated in CMIP6-LUMIP models: implications for climatic mitigation	Ito A., Hajima T., Lawrence M. D., Brovkin V., Delire C., Guenet B., Jones D. C., Malyshev S., Materia S., McDermid P. S., Peano D., Pongratz J., Robertson E., Shevliakova E., Vuichard N., Warlind D., Wiltshire A. and ZIehn T., 2020.	Environ. Res. Lett
Decadal Variability in Land Carbon Sink Efficiency Reveals Apparent Trend Reversal After 2009	Zhu L., Ciais P., Bastos A., Ballantyne P. A., Chevallier F., Gasser T., Kondo M., Pongratz J., Rödenbeck C., Li W., 2020.	Research Square
Increasing food production and mitigating agricultural greenhouse gas emissions in the European Union: impacts of carbon pricing and calorie production targeting	Isbasoiu, A., Jayet, PA. and De Cara, S., 2020.	Environ Econ Policy Stud
A relative robust optimization for a vehicle routing problem with time-window and synchronized visits considering greenhouse gas emissions	Shi Y., Zhou Y., Ye W., Zhao Q. Q., 2020.	Journal of Cleaner Production, Volume 275.
Assessing whether the best land is cultivated first: A quantile analysis	Brunelle T. and Makowski D., 2020.	PLoS ONE 15(12): e0242222
Once a quality-food consumer, always a quality-food consumer? Consumption patterns of organic, label rouge, and geographical indications in French scanner data	Lambotte M., De Cara S. and Bellassen V., 2020.	Review of Agricultural, Food and Environmental Studies, Springer.
2021
Climate warming from managed grasslands cancels the cooling effect of carbon sinks in sparsely grazed and natural grasslands	Chang J., Ciais P., Gasser T., Smith P., Herrero M., Havlik P., Obersteiner M., Guenet B., Goll D. S., Li W., Naipal V., Peng S., Qiu C., Tian H., Viovy N., Yue C. and Zhu D., 2021.	Nature Communication 12:118.
Historical and future contributions of inland waters to the Congo Basin carbon balance	Hastie A., Lauerwald R., Ciais P., Papa F. and Regnier P., 2021.	ESD, Volume 12, issue 1
The crucial role of domestic and international market-mediated adaptation to climate change	Gouel, C. and Laborde, D., 2021.	Journal of Environmental Economics and Management
How much carbon can be added to soil by sorption?	Abramoff, R.Z., Georgiou, K., Guenet, B. et al.	Biogeochemistry 152, 127–142.
A global dataset for crop production under conventional tillage and no tillage systems	Su Y., Gabrielle B. and Makowski D., 2021.	Scientific Data 8, 33.
Does the critical N dilution curve for maize crop vary across genotype x environment x management scenarios? - a Bayesian analysis	Ciampitti. I. A., Fernandez J., Tamagno S., Zhao B., Lemaire G. and Makoswki D., 2021.	European Journal of Agronomy, Vol. 123, 126202.
Feasibility of the 4 per 1000 aspirational target for soil carbon. A case study for France.	Martin P. M., Dimassi B., Dobarco R. M., Guenet B. et al., 2021.	Global Change Biology
High probability of yield gain through conservation agriculture in dry regions for major staple crops	Su Y., Gabrielle B., Beillouin D. and al., 2021.	Sci Rep 11, 3344.
Global irrigation contribution to wheat and maize yield	Wang, X., Müller, C., Elliot, J. et al., 2021.	Nature Communications 12, 1235.
Carbon sequestration in French agricultural soils: A spatial economic evaluation. Agricultural Economics	Bamière L., Jayet P-A., Kahindo S., and Martin E., 2021	Agricultural Economics
Data science pour l’agriculture et l’environnement - Méthodes et applications avec R et Python	Makowski D. (coord.), Brun F., Doutart E., Duyme F., El Jabri M., Fauvel K., Legris M., Philibert A., Piraux F., Termier A., 2021.	Ellipses
Uncovering the Past and Future Climate Drivers of Wheat Yield Shocks in Europe With Machine Learning	Zhu, P., Abramoff, R., Makowski, D., & Ciais, P. (2021).	Earth's Future, 9, e2020EF001815.
Potential of Sentinel-2 Satellite Images for Monitoring Green Waste Compost and Manure Amendments in Temperate Cropland	Dodin, M., Smith, H.D., Levavasseur, F., Hadjar, D., Houot, S., Vaudour, E., 2021.	Remote Sensing in Agriculture and Vegetation
Spatial distribution and driving factors determining local food and feed self-sufficiency in the eastern regions of China	Li Y., Sun Z., Accatino F., 2021	Food and Energy Security
Cooperative Management of Ecosystem Services: Coalition Formation, Landscape Structure and Policies.	Bareille, F., Zavalloni, M., Raggi, M. et al., 2021.	Environ Resource Econ 79, 323–356.
Spatially explicit analysis identifies significant potential for bioenergy with carbon capture and storage in China	Xing, X., Wang, R., Bauer, N. et al., 2021.	Nat Commun 12, 3159.
Positive but variable effects of crop diversification on biodiversity and ecosystem services	Beillouin D., Ben-Ari T., Malézieux E., Seufert V., Makowski D., 2021.	Global Change Biology
The Key Role of Production Efficiency Changes in Livestock Methane Emission Mitigation	Chang, J., Peng, S., Yin, Y., Ciais, P., Havlik, P., & Herrero, M. (2021).	AGU Advances, 2, e2021AV000391.
Cost-effective implementation of the Paris Agreement using flexible greenhouse gas metrics	Tanaka K., Boucher O., Ciais P., Johansson J. A. D., Morfeldt J., 2021.	Science Advances
The consolidated European synthesis of CO2 emissions and removals for the European Union and United Kingdom: 1990–2018	Petrescu A., McGrath M., Andrew M., Peylin P., et al. 2021.	Earth System Science Data, 13, 2363–2406, 2021
The consolidated European synthesis of CH4 and N2O emissions for the European Union and United Kingdom: 1990–2017	Petrescu A., Qiu C., Ciais P., Thompson R., et al., 2021.	Earth System Science Data, 13, 2307–2362, 2021
Assessing the Sensitivity of Global Maize Price to Regional Productions Using Statistical and Machine Learning Methods	Zelingher R., Makowski D. and Brunelle T., 2021.	Front. Sustain. Food Syst.
Large historical carbon emissions from cultivated northern peatlands	Qiu C., Ciais P., Zhu D., Guenet B. and all, 2020.	Science Advances
A mixed effect model approach for assessing land-based mitigation in Integrated Assessment Models: a regional perspective	Diniz Oliveira T., Brunelle B., Guenet B., Ciais, P. Leblanc F. and Guivarch C., 2021.	Global Change Biology
Tradeoff of CO2 and CH4 emissions from global peatlands under water-table drawdown	Huang, Y., Ciais, P., Luo, Y. et al., 2021.	Nat. Clim. Chang. 11, 618–622 (2021)
Spatial Simultaneous Autoregressive Models for Compositional Data: Application to Land Use	Thomas-Agnan C., Laurent, L. Ruiz-Gazen A., Nguyen T-H-A., Chakir, R.et al., 2021.	Advances in Compositional Data Analysis, Springer, 404 p., 2021, 978-3-030-71177-1.
Potassium limitation of wood productivity: A review of elementary processes and ways forward to modelling illustrated by Eucalyptus plantations	Cornut, I., Le Maire, G., Laclau, J. P., Guillemot, J., Mareschal, L., Nouvellon, Y., & Delpierre, N. (2021).	Forest Ecology and Management, 494, 119275
Comparing specialised crop and integrated crop-livestock systems in China with a multi-criteria approach using the emergy method	Li Y., Sun Z., Accatino F., Hang, S., Lv Y., Ouyang, Z., 2021.	Journal of Cleaner Production
The impact of climate change on the productivity of conservation agriculture	Su Y., Gabrielle B., Makowski D., 2021	Nature Climate Change
Potential CO2 removal from enhanced weathering by ecosystem responses to powdered rock	Goll, D.S., Ciais, P., Amann, T. et al., 2021.	Nat. Geosci. 14, 545–549
A Data-Driven Global Soil Heterotrophic Respiration Dataset and the Drivers of Its Inter-Annual Variability	Yao Y., Ciais P., Viovy N., Li W., Cresto-Aleina F., Yang H., Joetzjer E., Bond-Lamberty B., 2021.	Global Biogeochemical Cycles, Vol. 35, Issue 8
Additional carbon inputs to reach a 4 per 1000 objective in Europe: feasibility and projected impacts of climate change based on Century simulations of long-term arable experiments	Bruni E., Guenet B., Huang Y., Clivot H., Virto I., Farina F., Kätterer T, Ciais P., Martin M. and C. Chenu, 2021.	Biogeosciences Discuss
Robustness to import decline of three types of European farming systems assessed with a dynamic nitrogen flow model. Under review for publication in Agricultural Systems	Pinsard, C., Martin, S., Léger, F. and Accatino, F., 2021.	Agricultural Systems
Assessing the representation of the Australian carbon cycle in global vegetation models	Lina Teckentrup and al.	Biogeosciences, 18, 5639–5668, 2021
Global mapping of crop-specific emission factors highlights hotspots of nitrous oxide mitigation	Cui, X., Zhou, F., Ciais, P. et al.	Nat Food 2, 886–893 (2021)
Decision support systems halve fungicide use compared to calendar-based strategies without increasing disease risk	Lázaro, E., Makowski, D. & Vicent, A, 2021.	Commun Earth Environ 2, 224
Predicting hotspots for invasive species introduction in Europe	Schneider K., et al., 2021.	Environ. Res. Lett. 16 114026
Revisiting the critical nitrogen dilution curve for tall fescue: A quantitative synthesis	Fernandez J.A., Lemaire G., Gilles Bélanger G., Francois Gastal F., Makowski D., Ciampitti I.A, 2021.	European Journal of Agronomy 131, 126380.
Satisfying meat demand while avoiding excess manure: Studying the trade-off in eastern regions of China with a nitrogen approach.	Li, Y., Sun, Z., Accatino, F., 2021	Science of the Total Environment
Rice yield stability compared to major food crops in West Africa	Mathilde Duvallet et al., 2021.	Environ. Res. Lett. 16 124005
Magnitude and Uncertainty of Nitrous Oxide Emissions From North America Based on Bottom-Up and Top-Down Approaches: Informing Future Research and National Inventories	Xu R., Tian H., Pan N., Thompson L. R., and al., 2021.	Geophysical Research Letters, Vol. 48, Issue 23
Global cooling induced by biophysical effects of bioenergy crop cultivation	Wang, J., Li, W., Ciais, P. et al. , 2021.	Nat Commun 12, 7255
Land sharing strategies for addressing the trade-off between carbon storage and crop production in France	Shi, Y., Pinsard, C., Accatino, F., 2021	Regional Environmental Change
Uncovering the critical soil moisture thresholds of plant water stress for European ecosystems	Fu Z., Ciais P., Makowski D., et al.	Global Change Biology. Mar2022, Vol. 28 Issue 6, p2111-2123
Global patterns and drivers of soil total phosphorus concentration	He X., Augusto L., Goll D. and al.	Earth Syst. Sci. Data, 13, 5831–5846, 2021
Global Water Scarcity Assessment Incorporating Green Water in Crop Production	Liu W., Liu X., Yang H., Ciais P., and Wada Y., 2021.	Water Resources Research, 58, e2020WR028570
2022
A strong mitigation scenario maintains climate neutrality of northern peatlands	Qiu C., Ciais P., Zhu D., et al., 2022.	One Earth, Vol. 5, Issue 1, p86-97, 2022.
French crop yield, area and production data for ten staple crops from 1900 to 2018 at county resolution	Schauberger, B., Kato, H., Kato, T. et al.	Sci Data 9, 38 (2022)
Performances of Machine Learning Algorithms in Predicting the Productivity of Conservation Agriculture at a Global Scale	Su Y., Zhang H., Gabrielle B. and Makowski D., 2022.	Front. Environ. Sci. 10:812648
Defining Quantitative Targets for Topsoil Organic Carbon Stock Increase in European Croplands: Case Studies With Exogenous Organic Matter Inputs	Bruni E., Guenet B., Clivot H., Kätterer T., Martin M., Virto I. and C. Chenu	Front. Environ. Sci. 10:812648
A global dataset for the projected impacts of climate change on four major crops	Hasegawa, T., Wakatsuki, H., Ju, H. et al.	Sci Data 9, 58 (2022)
Definitions and methods to estimate regional land carbon fluxes for the second phase of the REgional Carbon Cycle Assessment and Processes Project (RECCAP-2)	Ciais P., Bastos A., Chevallier F. , Lauerwald R., et al.	Geosci. Model Dev., 15, 1289–1316, 2022
Atmospheric dryness reduces photosynthesis along a large range of soil water deficits	Fu, Z., Ciais, P., Prentice, I.C. et al.	Nat Commun 13, 989 (2022).
Surface temperatures reveal the patterns of vegetation water stress and their environmental drivers across the tropical Americas	Julia K. Green, Ashley P. Ballantyne, Rose Z. Abramoff, Pierre Gentine, David Makowski, et al.	Global Change Biology, Wiley, 2022, 28 (9), pp.2940-2955
Coupling the TEB and Surfatm Models for Heat Flux Modelling in Urban Area: Comparison With Flux Measurements in Strasbourg (France)	Le Mentec S., Stella P., Najjar G., Kastendeuch P., et al.	Front. Environ. Sci., 2022.
The critical benefits of snowpack insulation and snowmelt for winter wheat productivity	Zhu, P., Kim, T., Jin, Z. et al.	Nat. Clim. Chang. 12, 485–490 (2022)
Data-driven projections suggest large opportunities to improve Europe’s soybean self-sufficiency under climate change	Guilpart, N., Iizumi, T. & Makowski, D. 2022.	Nat Food (2022)
Why does France not meet its pesticide reduction targets? Farmers' socio- economic trade-offs when adopting agro-ecological practices	Bjørnåvold A., David, M., Bohan A. D., Gibert C., Rousselle J-M, Van Passel S., 2022.	Ecological Economics, Volume 198, 2022, 107440.
Carbon storage in agricultural topsoils and subsoils is promoted by including temporary grasslands into the crop rotation	Guillaume T., Makowski D., Libohova Z., Elfouki S., Fontana M., Leifeld J., Bragazza L., Sinaj S., 2022.	Geoderma. 422, 115937
A global dataset to parametrize critical nitrogen dilution curves for major crop species	Ciampitti, I., van Versendaal, E., Rybecky, J.F. et al.	Sci Data 9, 277 (2022)
A scalable method for the estimation of spatial disaggregation models	Fendrich N. A., Neto H. S. E., et al.	Computers & Geosciences, 2022 (105161)
Statistical Analysis of the Weather Impact on Robusta Coffee Yield in Vietnam	Dinh T. L. A., Aires P. and E. Rahn, 2022.	Front. Environ. Sci. 10:812648
Climatic and biotic factors influencing regional declines and recovery of tropical forest biomass from the 2015/16 El Niño	Hui Yang, Philippe Ciais, Jean-Pierre Wigneron, Jérôme Chave, Oliver Cartus, et al..	Proceedings of the National Academy of Sciences of the United States of America, National Academy of Sciences, 2022, 119 (26), pp.108301
Effects of Climate Change on Hydrological Indicators of Subsurface Drainage for a Representative French Drainage Site	Jeantet A., Thirel G., Jeliazkov A., Martin P. and J. Tournebize, 2022.	Front. Environ. Sci. 10:812648
Data-driven quantification of nitrogen enrichment impact on Northern Hemisphere plant biomass	Yongwen Liu et al	Environ. Res. Lett. 17 074032 (2022)
Recently absorbed nitrogen incorporates into new and old tissues: evidence from N-labelling experiment in deciduous oaks	Mahmud, M., Maxwell, T.L., Cueff, S. et al.	Plant Soil (2022)
Research priorities for global food security under extreme events	Mehrabi, Zia et al.	One Earth, Volume 5, Issue 7, 756 - 766
Impact of urban greening on microclimate and air quality in the urban canopy layer: Identification of knowledge gaps and challenges	Ernst M., Le Mentec S., Louvrier M., Loubet B., Personne E. and P. Stella, 2022.	Front. Environ. Sci. 10:812648
Cost of ligno-cellulosic biomass production for bioenergy: A review in 45 countries	Domingues J-C., Pelletier C., Brunelle T., 2022.	Biomass and Bioenergy, Volume 165, 2022, 106583.
Representing Cattle Farming around the World: A Conceptual and Holistic Framework for Environmental and Economic Impact Assessment	Perin L., Dumas P., Vigne M., 2022.	Ruminants 2022, 2, 360–381.
Warming reduces global agricultural production by decreasing cropping frequency and yields	Zhu, P., Burney, J., Chang, J. et al.	Nat. Clim. Chang. (2022)
Interactions between ecosystem services and land use in France: A spatial statistical analysis	Moindjié I.A., Pinsard C., Accatino F. and R. Chakir, 2022.	Front. Environ. Sci. 10:812648
Productive versus environmental objectives of agricultural policies dealing with climate change: a French case study	Guillet T. and L Mouysset, 2022.	Front. Environ. Sci. 10:812648
2023
The impact of climate change on agriculture: A repeat-Ricardian analysis	François Bareille and Raja Chakir, 2023.	Info en cours
Structural identification of weather impacts on crop yields: Disentangling agronomic from adaptation effects	François Bareille and R. Chakir, 2023.	Info en cours
2024
Investigating and forecasting the impact of crop production shocks on global commodity prices	Rotem Zelingher and David Makowski, 2024.	Res. Lett. 19 014026
Machine learning based on functional principal component analysis to quantify the effects of the main drivers of wheat yields	Florent Bonneu, David Makowski, Julien Joly and Denis Allard
Evidence library of meta-analytical literature assessing the sustainability of agriculture – a dataset	Schievano, A., Pérez-Soba, M., Bosco, S. et al., 2024	11, Article number: 979 (2024)

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