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Publications

2021

Kluger, Dan M., Sherrie Wang, and David B. Lobell. 2021. “Two Shifts for Crop Mapping: Leveraging Aggregate Crop Statistics to Improve Satellite-Based Maps in New Regions.” REMOTE SENSING OF ENVIRONMENT 262. ELSEVIER SCIENCE INC.

Lobell, David B., and Jennifer A. Burney. 2021. “Cleaner Air Has Contributed One-Fifth of US Maize and Soybean Yield Gains since 1999.” ENVIRONMENTAL RESEARCH LETTERS 16 (7). IOP PUBLISHING LTD.

Rao, Preeti, Weiqi Zhou, Nishan Bhattarai, Amit K. Srivastava, Balwinder Singh, et al. 2021. “Using Sentinel-1, Sentinel-2, and Planet Imagery to Map Crop Type of Smallholder Farms.” REMOTE SENSING 13 (10). MDPI.

Lee, Jihyeon, Nina R. Brooks, Fahim Tajwar, Marshall Burke, Stefano Ermon, et al. 2021. “Scalable Deep Learning to Identify Brick Kilns and Aid Regulatory Capacity.” Proceedings of the National Academy of Sciences of the United States of America 118 (17).

Benami, Elinor, Zhenong Jin, Michael R. Carter, Aniruddha Ghosh, Robert J. Hijmans, et al. 2021. “Uniting Remote Sensing, Crop Modelling and Economics for Agricultural Risk Management.” NATURE REVIEWS EARTH & ENVIRONMENT 2 (2). SPRINGERNATURE: 140–59.

Deines, Jillian M., Rinkal Patel, Sang-Zi Liang, Walter Dado, and David B. Lobell. 2021. “A Million Kernels of Truth: Insights into Scalable Satellite Maize Yield Mapping and Yield Gap Analysis from an Extensive Ground Dataset in the US Corn.” REMOTE SENSING OF ENVIRONMENT 253. ELSEVIER SCIENCE INC.

Campolo, Jake, David Guerena, Shashish Maharjan, and David B. Lobell. 2021. “Evaluation of Soil-Dependent Crop Yield Outcomes in Nepal Using Ground and Satellite-Based Approaches.” FIELD CROPS RESEARCH 260. ELSEVIER.

Burke, Marshall, Anne Driscoll, David B. Lobell, and Stefano Ermon. 2021. “Using Satellite Imagery to Understand and Promote Sustainable Development.” Science (New York, N.Y.) 371 (6535).

2020

Dado, Walter T., Jillian M. Deines, Rinkal Patel, Sang-Zi Liang, and David B. Lobell. 2020. “High-Resolution Soybean Yield Mapping Across the US Midwest Using Subfield Harvester Data.” REMOTE SENSING 12 (21). MDPI.

Lobell, David B., Jillian M. Deines, and Stefania Di Tommaso. 2020. “Changes in the Drought Sensitivity of US Maize Yields.” NATURE FOOD 1 (11). SPRINGERNATURE: 729–35.

Wang, Sherrie, Stefania Di Tommaso, Joey Faulkner, Thomas Friedel, Alexander Kennepohl, et al. 2020. “Mapping Crop Types in Southeast India with Smartphone Crowdsourcing and Deep Learning.” REMOTE SENSING 12 (18). MDPI.

Diffenbaugh, Noah S., Christopher B. Field, Eric A. Appel, Ines L. Azevedo, Dennis D. Baldocchi, et al. 2020. “The COVID-19 Lockdowns: a Window into the Earth System.” NATURE REVIEWS EARTH & ENVIRONMENT 1 (9). SPRINGERNATURE: 470–81.

Newport, Danielle, David B. Lobell, Balwinder-Singh, Amit K. Srivastava, Preeti Rao, et al. 2020. “Factors Constraining Timely Sowing of Wheat as an Adaptation to Climate Change in Eastern India.” WEATHER CLIMATE AND SOCIETY 12 (3). AMER METEOROLOGICAL SOC: 515–28.

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.

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