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Publications

2019

Wang, Sherrie, George Azzari, and David B. Lobell. 2019. “Crop Type Mapping without Field-Level Labels: Random Forest Transfer and Unsupervised Clustering Techniques.” REMOTE SENSING OF ENVIRONMENT 222. ELSEVIER SCIENCE INC: 303–17.

Seifert, Christopher A., George Azzari, and David B. Lobell. 2019. “Satellite Detection of Cover Crops and Their Effects on Crop Yield in the Midwestern United States (Vol 13, 064033, 2018).” ENVIRONMENTAL RESEARCH LETTERS 14 (3). IOP PUBLISHING LTD.

Azzari, George, Patricio Grassini, Juan Ignacio Rattalino Edreira, Shawn Conley, Spyridon Mourtzinis, et al. 2019. “Satellite Mapping of Tillage Practices in the North Central US Region from 2005 to 2016.” REMOTE SENSING OF ENVIRONMENT 221. ELSEVIER SCIENCE INC: 417–29.

Leakey, Andrew D. B., John N. Ferguson, Charles P. Pignon, Alex Wu, Zhenong Jin, et al. 2019. “Water Use Efficiency as a Constraint and Target for Improving the Resilience and Productivity of C-3 and C-4 Crops.” ANNUAL REVIEW OF PLANT BIOLOGY, VOL 70 70. ANNUAL REVIEWS: 781–808.

Jean, Neal, Sherrie Wang, Anshul Samar, George Azzari, David Lobell, et al. 2019. “Tile2Vec: Unsupervised Representation Learning for Spatially Distributed Data.” THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE. ASSOC ADVANCEMENT ARTIFICIAL INTELLIGENCE, 3967–74.

Sheehan, Evan, Chenlin Meng, Matthew Tan, Burak Uzkent, Neal Jean, et al. 2019. “Predicting Economic Development Using Geolocated Wikipedia Articles.” KDD'19: PROCEEDINGS OF THE 25TH ACM SIGKDD INTERNATIONAL CONFERENCCE ON KNOWLEDGE DISCOVERY AND DATA MINING. ASSOC COMPUTING MACHINERY, 2698–2706.

Leakey, Andrew D., John N. Ferguson, Charles P. Pignon, Alex Wu, Zhenong Jin, et al. 2019. “Water Use Efficiency as a Constraint and Target for Improving the Resilience and Productivity of C3 and C4 Crops.” Annual Review of Plant Biology 70: 781–808.

2018

Duffy, Philip B., Christopher B. Field, Noah S. Diffenbaugh, Scott C. Doney, Zoe Dutton, et al. 2018. “Strengthened Scientific Support for the Endangerment Finding for Atmospheric Greenhouse Gases.” Science (New York, N.Y.).

Zhu, Peng, Zhenong Jin, Qianlai Zhuang, Philippe Ciais, Carl Bernacchi, et al. 2018. “The Important but Weakening Maize Yield Benefit of Grain Filling Prolongation in the US Midwest.” GLOBAL CHANGE BIOLOGY 24 (10). WILEY: 4718–30.

Ciscar, Juan-Carlos, Karen Fisher-Vanden, and David B. Lobell. 2018. “Synthesis and Review: an Inter-Method Comparison of Climate Change Impacts on Agriculture.” ENVIRONMENTAL RESEARCH LETTERS 13 (7). IOP PUBLISHING LTD.

Weyant, Christopher, Margaret L. Brandeau, Marshall Burke, David B. Lobell, Eran Bendavid, et al. 2018. “Anticipated Burden and Mitigation of Carbondioxide-Induced Nutritional Deficiencies and Related Diseases: A Simulation Modeling Study.” PLOS MEDICINE 15 (7). PUBLIC LIBRARY SCIENCE.

Weyant, Christopher, Margaret L. Brandeau, Marshall Burke, David B. Lobell, Eran Bendavid, et al. 2018. “Anticipated Burden and Mitigation of Carbon-Dioxide-Induced Nutritional Deficiencies and Related Diseases: A Simulation Modeling Study.” PLoS Medicine 15 (7): e1002586.

Seifert, Christopher A., George Azzari, and David B. Lobell. 2018. “Satellite Detection of Cover Crops and Their Effects on Crop Yield in the Midwestern United States.” ENVIRONMENTAL RESEARCH LETTERS 13 (6). IOP PUBLISHING LTD.

Tebaldi, Claudia, and David Lobell. 2018. “Differences, or Lack Thereof, in Wheat and Maize Yields under Three Low-Warming Scenarios.” ENVIRONMENTAL RESEARCH LETTERS 13 (6). IOP PUBLISHING LTD.

Tebaldi, Claudia, and David Lobell. 2018. “Estimated Impacts of Emission Reductions on Wheat and Maize Crops.” CLIMATIC CHANGE 146 (3-4). SPRINGER: 533–45.

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