Lobell, David B.

Temperature increase reduces global yields of major crops in four independent estimates

Zhao, C., Liu, B., Piao, S., Wang, X., Lobell, D. B., Huang, Y., Huang, M., Yao, Y., Bassu, S., Ciais, P., et al. (2017) · Proceedings of the National Academy of Sciences

Climate change impacts on agricultureClimate variability and models

Cited by 3,311

Prioritizing Climate Change Adaptation Needs for Food Security in 2030

Lobell, D. B., Burke, M. B., Tebaldi, C., Mastrandrea, M. D., Falcon, W. P., & Naylor, R. L. (2008) · Science

Climate change impacts on agricultureAgricultural risk and resilience

Cited by 3,105

Rising temperatures reduce global wheat production

Asseng, S., Ewert, F., Martre, P., Rötter, R. P., Lobell, D. B., Cammarano, D., Kimball, B. A., Ottman, M. J., Wall, G. W., White, J. W., et al. (2015) · Nature Climate Change

Climate change impacts on agricultureWheat and Barley Genetics and Pathology

Cited by 2,491

A meta-analysis of crop yield under climate change and adaptation

Challinor, A. J., Watson, J., Lobell, D. B., Howden, S. M., Smith, D. R., & Chhetri, N. (2014) · Nature Climate Change

Climate change impacts on agricultureClimate variability and models

Cited by 2,333

Combining satellite imagery and machine learning to predict poverty

Jean, N., Burke, M., Xie, M., Davis, W. M., Lobell, D. B., & Ermon, S. (2016) · Science

Impact of Light on Environment and HealthIncome, Poverty, and Inequality

Cited by 1,664

Robust negative impacts of climate change on African agriculture

Schlenker, W., & Lobell, D. B. (2010) · Environmental Research Letters

Climate change impacts on agricultureAgricultural risk and resilience

Cited by 1,492

Nonlinear heat effects on African maize as evidenced by historical yield trials

Lobell, D. B., Bänziger, M., Magorokosho, C., & Vivek, B. (2011) · Nature Climate Change

Climate change impacts on agricultureCrop Yield and Soil Fertility

Cited by 1,206

Greenhouse gas mitigation by agricultural intensification

Burney, J. A., Davis, S. J., & Lobell, D. B. (2010) · Proceedings of the National Academy of Sciences

Agriculture Sustainability and Environmental ImpactClimate change impacts on agriculture

Cited by 1,128

The critical role of extreme heat for maize production in the United States

Lobell, D. B., Hammer, G. L., McLean, G., Messina, C., Roberts, M. J., & Schlenker, W. (2013) · Nature Climate Change

Climate change impacts on agriculturePlant Water Relations and Carbon Dynamics

Cited by 1,026

Combined climate and carbon-cycle effects of large-scale deforestation

Bala, G., Caldeira, K., Wickett, M., Phillips, T. J., Lobell, D. B., Delire, C., & Mirin, A. (2007) · Proceedings of the National Academy of Sciences

Climate variability and modelsClimate Change Policy and Economics

Cited by 957

Extreme heat effects on wheat senescence in India

Lobell, D. B., Sibley, A., & Ivan Ortiz-Monasterio, J. (2012) · Nature Climate Change

Climate change impacts on agricultureRemote Sensing in Agriculture

Cited by 802

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

Bioenergy crop production and managementForest Biomass Utilization and Management

Cited by 709

The poverty implications of climate-induced crop yield changes by 2030

Hertel, T. W., Burke, M. B., & Lobell, D. B. (2010) · Global Environmental Change

Climate change impacts on agricultureEconomics of Agriculture and Food Markets

Cited by 487

Using publicly available satellite imagery and deep learning to understand economic well-being in Africa

Yeh, C., Perez, A., Driscoll, A., Azzari, G., Tang, Z., Lobell, D., Ermon, S., & Burke, M. (2020) · Nature Communications

Remote Sensing in AgricultureImpact of Light on Environment and Health

Cited by 425

Water Use Efficiency as a Constraint and Target for Improving the Resilience and Productivity of C3 and C4 Crops

Leakey, A. D. B., Ferguson, J. N., Pignon, C. P., Wu, A., Jin, Z., Hammer, G. L., & Lobell, D. B. (2019) · Annual Review of Plant Biology

Plant Water Relations and Carbon DynamicsIrrigation Practices and Water Management

Cited by 372

SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery

Cong, Y., Khanna, S., Meng, C., Liu, P., Rozi, E., He, Y., Burke, M., Lobell, D. B., & Ermon, S. (2022) · arXiv

Remote-Sensing Image ClassificationRemote Sensing in Agriculture

Cited by 323

The shifting influence of drought and heat stress for crops in northeast Australia

Lobell, D. B., Hammer, G. L., Chenu, K., Zheng, B., McLean, G., & Chapman, S. C. (2015) · Global Change Biology

Climate change impacts on agriculturePlant Water Relations and Carbon Dynamics

Cited by 310

SatMAE: Pre-Training Transformers for Temporal and Multi-Spectral Satellite Imagery

Cong, Y., Khanna, S., Meng, C., Liu, P., Rozi, E., He, Y., Burke, M., Lobell, D., & Ermon, S. (2022) · Advances in Neural Information Processing Systems 35

Remote-Sensing Image ClassificationRemote Sensing in Agriculture

Cited by 303

Geography-Aware Self-Supervised Learning

Ayush, K., Uzkent, B., Meng, C., Tanmay, K., Burke, M., Lobell, D., & Ermon, S. (2021) · 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Domain Adaptation and Few-Shot LearningRemote-Sensing Image Classification

Cited by 288

Greater Transportation Energy and GHG Offsets from Bioelectricity Than Ethanol

Campbell, J. E., Lobell, D. B., & Field, C. B. (2009) · Science

Bioenergy crop production and managementBiofuel production and bioconversion

Cited by 227

Global scale climate–crop yield relationships and the impacts of recent warming

Lobell, D. B., & Field, C. B. (2007) · Environmental Research Letters

Climate change impacts on agricultureClimate variability and models

Cited by 205

Estimated impacts of emission reductions on wheat and maize crops

Tebaldi, C., & Lobell, D. (2018) · Climatic Change

Climate change impacts on agricultureClimate Change Policy and Economics

Cited by 68

Cleaner air has contributed one-fifth of US maize and soybean yield gains since 1999

Lobell, D. B., & Burney, J. A. (2021) · Environmental Research Letters

Plant responses to elevated CO2Climate change impacts on agriculture

Cited by 45

GeoLLM: Extracting Geospatial Knowledge from Large Language Models

Manvi, R., Khanna, S., Mai, G., Burke, M., Lobell, D., & Ermon, S. (2023) · arXiv

Topic ModelingHuman Mobility and Location-Based Analysis

Cited by 41