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Publications

2020

Wolski, Piotr, David Lobell, Daithi Stone, Izidine Pinto, Olivier Crespo, et al. 2020. “On the Role of Anthropogenic Climate Change in the Emerging Food Crisis in Southern Africa in the 2019-2020 Growing Season.” Global Change Biology.

Lobell, David B. 2020. “Viewpoint: Principles and Priorities for One CGIAR.” FOOD POLICY 91. ELSEVIER SCI LTD.

Edreira, Juan I. Rattalino, Spyridon Mourtzinis, George Azzari, Jose F. Andrade, Shawn P. Conley, et al. 2020. “From Sunlight to Seed: Assessing Limits to Solar Radiation Capture and Conversion in Agro-Ecosystems.” AGRICULTURAL AND FOREST METEOROLOGY 280. ELSEVIER.

Wang, Sherrie, William Chen, Sang Michael Xie, George Azzari, and David B. Lobell. 2020. “Weakly Supervised Deep Learning for Segmentation of Remote Sensing Imagery.” REMOTE SENSING 12 (2). MDPI.

Lobell, David B., George Azzari, Marshall Burke, Sydney Gourlay, Zhenong Jin, et al. 2020. “EYES IN THE SKY, BOOTS ON THE GROUND: ASSESSING SATELLITE- AND GROUND-BASED APPROACHES TO CROP YIELD MEASUREMENT AND ANALYSIS.” AMERICAN JOURNAL OF AGRICULTURAL ECONOMICS 102 (1). OXFORD UNIV PRESS INC: 202–19.

Yeh, Christopher, Anthony Perez, Anne Driscoll, George Azzari, Zhongyi Tang, et al. 2020. “Using Publicly Available Satellite Imagery and Deep Learning to Understand Economic Well-Being in Africa.” Nature Communications 11 (1): 2583.

Lobell, David B., Stefania Di Tommaso, Calum You, Ismael Yacoubou Djima, Marshall Burke, et al. 2020. “Sight for Sorghums: Comparisons of Satellite- and Ground-Based Sorghum Yield Estimates in Mali.” REMOTE SENSING 12 (1). MDPI.

2019

Deines, Jillian M., Sherrie Wang, and David B. Lobell. 2019. “Satellites Reveal a Small Positive Yield Effect from Conservation Tillage across the US Corn Belt.” ENVIRONMENTAL RESEARCH LETTERS 14 (12). IOP PUBLISHING LTD.

Cohen, Allegra A. Beal, Christopher A. Seifert, George Azzari, and David B. Lobell. 2019. “Rotation Effects on Corn and Soybean Yield Inferred from Satellite and Field-Level Data.” AGRONOMY JOURNAL 111 (6). AMER SOC AGRONOMY: 2940–48.

Gourlay, Sydney, Talip Kilic, and David B. Lobell. 2019. “A New Spin on an Old Debate: Errors in Farmer-Reported Production and Their Implications for Inverse Scale - Productivity Relationship in Uganda.” JOURNAL OF DEVELOPMENT ECONOMICS 141. ELSEVIER.

Jain, Meha, Balwinder-Singh, Preeti Rao, Amit K. Srivastava, Shishpal Poonia, et al. 2019. “The Impact of Agricultural Interventions Can Be Doubled by Using Satellite Data.” NATURE SUSTAINABILITY 2 (10). NATURE PUBLISHING GROUP: 931–34.

Zaveri, Esha, and David B Lobell. 2019. “The Role of Irrigation in Changing Wheat Yields and Heat Sensitivity in India.” Nature Communications 10 (1): 4144.

Cai, Yaping, Kaiyu Guan, David Lobell, Andries B. Potgieter, Shaowen Wang, et al. 2019. “Integrating Satellite and Climate Data to Predict Wheat Yield in Australia Using Machine Learning Approaches.” AGRICULTURAL AND FOREST METEOROLOGY 274. ELSEVIER SCIENCE BV: 144–59.

Jin, Zhenong, George Azzari, Calum You, Stefania Di Tommaso, Stephen Aston, et al. 2019. “Smallholder Maize Area and Yield Mapping at National Scales with Google Earth Engine.” REMOTE SENSING OF ENVIRONMENT 228. ELSEVIER SCIENCE INC: 115–28.

Jin, Zhenong, Sotirios V. Archontoulis, and David B. Lobell. 2019. “How Much Will Precision Nitrogen Management Pay off? An Evaluation Based on Simulating Thousands of Corn Fields over the US Corn-Belt.” FIELD CROPS RESEARCH 240. ELSEVIER: 12–22.

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