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Publications

2017

Pryzant, Reid, Stefano Ermon, and David Lobell. 2017. “Monitoring Ethiopian Wheat Fungus with Satellite Imagery and Deep Feature Learning.” 2017 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW). IEEE, 1524–32.

Jin, Zhenong, Elizabeth A. Ainsworth, Andrew DB Leakey, and David B. Lobell. 2017. “Increasing Drought and Diminishing Benefits of Elevated Carbon Dioxide for Soybean Yields across the US Midwest.” Global Change Biology, e522–e533.

Heft-Neal, Sam, David B. Lobell, and Marshall Burke. 2017. “Using Remotely Sensed Temperature to Estimate Climate Response Functions.” ENVIRONMENTAL RESEARCH LETTERS 12 (1). IOP PUBLISHING LTD.

2016

Liu, Bing, Senthold Asseng, Christoph Muller, Frank Ewert, Joshua Elliott, et al. 2016. “Similar Estimates of Temperature Impacts on Global Wheat Yield by Three Independent Methods.” NATURE CLIMATE CHANGE 6 (12). NATURE PUBLISHING GROUP: 1130-?

Potgieter, Andries B., David B. Lobell, Graeme L. Hammer, David R. Jordan, Peter Davis, et al. 2016. “Yield Trends under Varying Environmental Conditions for Sorghum and Wheat across Australia.” AGRICULTURAL AND FOREST METEOROLOGY 228. ELSEVIER SCIENCE BV: 276–85.

Jain, Meha, Amit K. Srivastava, Balwinder-Singh, Rajiv K. Joon, Andrew McDonald, et al. 2016. “Mapping Smallholder Wheat Yields and Sowing Dates Using Micro-Satellite Data.” REMOTE SENSING 8 (10). MDPI AG.

Jean, Neal, Marshall Burke, Michael Xie, W. Matthew Davis, David B. Lobell, et al. 2016. “Combining Satellite Imagery and Machine Learning to Predict Poverty.” Science 353 (6301). AMER ASSN FOR THE ADVANCEMENT OF SCIENCE: 790–94.

Zhao, Yi, Xinping Chen, and David B. Lobell. 2016. “An Approach to Understanding Persistent Yield Variation-A Case Study in North China Plain.” EUROPEAN JOURNAL OF AGRONOMY 77. ELSEVIER SCIENCE BV: 10–19.

Ravi, Sujith, Jordan Macknick, David Lobell, Christopher Field, Karthik Ganesan, et al. 2016. “Colocation Opportunities for Large Solar Infrastructures and Agriculture in Drylands.” APPLIED ENERGY 165. ELSEVIER SCI LTD: 383–92.

Farmaha, Bhupinder S., David B. Lobell, Katherine E. Boone, Kenneth G. Cassman, Haishun S. Yang, et al. 2016. “Contribution of Persistent Factors to Yield Gaps in High-Yield Irrigated Maize.” FIELD CROPS RESEARCH 186. ELSEVIER SCIENCE BV: 124–32.

Guan, Kaiyu, Joseph A. Berry, Yongguang Zhang, Joanna Joiner, Luis Guanter, et al. 2016. “Improving the Monitoring of Crop Productivity Using Spaceborne Solar-Induced Fluorescence.” Global Change Biology 22 (2). JOHN WILEY & SONS LTD: 716–26.

Meng, Qingfeng, Xinping Chen, David B. Lobell, Zhenling Cui, Yi Zhang, et al. 2016. “Growing Sensitivity of Maize to Water Scarcity under Climate Change.” Scientific Reports 6: 19605-?

2015

Zhao, Yi, Xinping Chen, Zhenling Cui, and David B. Lobell. 2015. “Using Satellite Remote Sensing to Understand Maize Yield Gaps in the North China Plain.” FIELD CROPS RESEARCH 183. ELSEVIER SCIENCE BV: 31–42.

Lobell, David B., Graeme L. Hammer, Karine Chenu, Bangyou Zheng, Greg Mclean, et al. 2015. “The Shifting Influence of Drought and Heat Stress for Crops in Northeast Australia.” GLOBAL CHANGE BIOLOGY 21 (11). WILEY-BLACKWELL: 4115–27.

Guan, Kaiyu, Benjamin Sultan, Michela Biasutti, Christian Baron, and David B. Lobell. 2015. “What Aspects of Future Rainfall Changes Matter for Crop Yields in West Africa?” GEOPHYSICAL RESEARCH LETTERS 42 (19). AMER GEOPHYSICAL UNION: 8001–10.

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