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Publications

2018

Jin, Zhenong, Elizabeth A. Ainsworth, Andrew D. Leakey, and David B. Lobell. 2018. “Increasing Drought and Diminishing Benefits of Elevated Carbon Dioxide for Soybean Yields across the US Midwest.” Global Change Biology 24 (2): e522–e533.

Oshri, Barak, Annie Hu, Peter Adelson, Xiao Chen, Pascaline Dupas, et al. 2018. “Infrastructure Quality Assessment in Africa Using Satellite Imagery and Deep Learning.” KDD'18: PROCEEDINGS OF THE 24TH ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY & DATA MINING. ASSOC COMPUTING MACHINERY, 616–25.

Wang, Anna X., Caelin Tran, Nikhil Desai, David Lobell, and Stefano Ermon. 2018. “Deep Transfer Learning for Crop Yield Prediction with Remote Sensing Data.” PROCEEDINGS OF THE 1ST ACM SIGCAS CONFERENCE ON COMPUTING AND SUSTAINABLE SOCIETIES (COMPASS 2018). ASSOC COMPUTING MACHINERY.

2017

Jin, Zhenong, George Azzari, and David B. Lobell. 2017. “Improving the Accuracy of Satellite-Based High-Resolution Yield Estimation: A Test of Multiple Scalable Approaches.” AGRICULTURAL AND FOREST METEOROLOGY 247. ELSEVIER SCIENCE BV: 207–20.

Azzari, George, Meha Jain, and David B. Lobell. 2017. “Towards Fine Resolution Global Maps of Crop Yields: Testing Multiple Methods and Satellites in Three Countries.” REMOTE SENSING OF ENVIRONMENT 202. ELSEVIER SCIENCE INC: 129–41.

Urban, Daniel W., Justin Sheffield, and David B. Lobell. 2017. “Historical Effects of CO2 and Climate Trends on Global Crop Water Demand.” NATURE CLIMATE CHANGE 7 (12). NATURE PUBLISHING GROUP: 901-+.

Roberts, Michael J., Noah O. Braun, Thomas R. Sinclair, David B. Lobell, and Wolfram Schlenker. 2017. “Comparing and Combining Process-Based Crop Models and Statistical Models with Some Implications for Climate Change.” ENVIRONMENTAL RESEARCH LETTERS 12 (9). IOP PUBLISHING LTD.

Zhao, Chuang, Bing Liu, Shilong Piao, Xuhui Wang, David B. Lobell, et al. 2017. “Temperature Increase Reduces Global Yields of Major Crops in Four Independent Estimates.” PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA 114 (35). NATL ACAD SCIENCES: 9326–31.

Asseng, Senthold, Davide Cammarano, Bruno Basso, Uran Chung, Phillip D. Alderman, et al. 2017. “Hot Spots of Wheat Yield Decline with Rising Temperatures.” GLOBAL CHANGE BIOLOGY 23 (6). WILEY: 2464–72.

Zhao, Yi, and David B. Lobell. 2017. “Assessing the Heterogeneity and Persistence of Farmers' Maize Yield Performance across the North China Plain.” FIELD CROPS RESEARCH 205. ELSEVIER SCIENCE BV: 55–66.

Seifert, Christopher A., Michael J. Roberts, and David B. Lobell. 2017. “Continuous Corn and Soybean Yield Penalties across Hundreds of Thousands of Fields.” AGRONOMY JOURNAL 109 (2). AMER SOC AGRONOMY: 541–48.

Burke, Marshall, and David B. Lobell. 2017. “Satellite-Based Assessment of Yield Variation and Its Determinants in Smallholder African Systems.” Proceedings of the National Academy of Sciences of the United States of America 114 (9): 2189–94.

Guan, Kaiyu, Benjamin Sultan, Michela Biasutti, Christian Baron, and David B. Lobell. 2017. “Assessing Climate Adaptation Options and Uncertainties for Cereal Systems in West Africa.” AGRICULTURAL AND FOREST METEOROLOGY 232. ELSEVIER SCIENCE BV: 291–305.

Lobell, David B., and George Azzari. 2017. “Satellite Detection of Rising Maize Yield Heterogeneity in the US Midwest.” ENVIRONMENTAL RESEARCH LETTERS 12 (1). IOP PUBLISHING LTD.

Asseng, Senthold, Davide Cammarano, Bruno Basso, Uran Chung, Phillip D. Alderman, et al. 2017. “Hot Spots of Wheat Yield Decline with Rising Temperatures.” Global Change Biology 23 (6): 2464–72.

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