Burke, Marshall

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

Global non-linear effect of temperature on economic production

Burke, M., Hsiang, S. M., & Miguel, E. (2015) · Nature

Climate Change Policy and EconomicsClimate change impacts on agriculture

Cited by 2,913

Quantifying the influence of climate on human conflict

Hsiang, S. M., Burke, M., & Miguel, E. (2013) · Science

Transboundary Water Resource ManagementPolitical Conflict and Governance

Cited by 1,827

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

Global warming has increased global economic inequality

Diffenbaugh, N. S., & Burke, M. (2019) · Proceedings of the National Academy of Sciences

Climate Change Policy and EconomicsEnergy, Environment, Economic Growth

Cited by 927

Adaptation to climate change: Evidence from US agriculture

Burke, M., & Emerick, K. (2016) · American Economic Journal: Economic Policy

Climate change impacts on agricultureClimate Change Policy and Economics

Cited by 922

Climate and Conflict

Burke, M., Hsiang, S. M., & Miguel, E. (2015) · Annual Review of Economics

Transboundary Water Resource ManagementPolitical Conflict and Governance

Cited by 655

Climate as a risk factor for armed conflict

Mach, K. J., Kraan, C. M., Adger, W. N., Buhaug, H., Burke, M., Fearon, J. D., Field, C. B., Hendrix, C. S., Maystadt, J.-F., O’Loughlin, J., et al. (2019) · Nature

Transboundary Water Resource ManagementPolitical Conflict and Governance

Cited by 619

Higher temperatures increase suicide rates in the United States and Mexico

Burke, M., González, F., Baylis, P., Heft-Neal, S., Baysan, C., Basu, S., & Hsiang, S. (2018) · Nature Climate Change

Climate Change and Health ImpactsSuicide and Self-Harm Studies

Cited by 604

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

Climate, conflict, and social stability: what does the evidence say?

Hsiang, S. M., & Burke, M. (2014) · Climatic Change

Transboundary Water Resource ManagementPolitical Conflict and Governance

Cited by 342

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

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

Armed conflict and child mortality in Africa: a geospatial analysis

Wagner, Z., Heft-Neal, S., Bhutta, Z. A., Black, R. E., Burke, M., & Bendavid, E. (2018) · The Lancet

Health and Conflict StudiesGlobal Maternal and Child Health

Cited by 200

Estimating global agricultural effects of geoengineering using volcanic eruptions

Proctor, J., Hsiang, S., Burney, J., Burke, M., & Schlenker, W. (2018) · Nature

Climate Change and GeoengineeringClimate change impacts on agriculture

Cited by 159

Women and children living in areas of armed conflict in Africa: A geospatial analysis of mortality and orphanhood

Wagner, Z., Heft-Neal, S., Wise, P. H., Black, R. E., Burke, M., Boerma, T., Bhutta, Z. A., & Bendavid, E. (2019) · The Lancet Global Health

Health and Conflict StudiesGender, Security, and Conflict

Cited by 116

Lower test scores from wildfire smoke exposure

Wen, J., & Burke, M. (2022) · Nature Sustainability

Air Quality and Health ImpactsEnvironmental Justice and Health Disparities

Cited by 104

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