David B. Lobell

According to our database1, David B. Lobell authored at least 9 papers between 2003 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
Mapping Missing Population in Rural India: A Deep Learning Approach with Satellite Imagery.
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 2019

2018
Infrastructure Quality Assessment in Africa using Satellite Imagery and Deep Learning.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Deep Transfer Learning for Crop Yield Prediction with Remote Sensing Data.
Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies, 2018

2017
Mapping Smallholder Yield Heterogeneity at Multiple Scales in Eastern Africa.
Remote Sensing, 2017

Monitoring Ethiopian Wheat Fungus with Satellite Imagery and Deep Feature Learning.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Mapping Smallholder Wheat Yields and Sowing Dates Using Micro-Satellite Data.
Remote Sensing, 2016

Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2003
Comparison of Earth Observing-1 ALI and Landsat ETM+ for crop identification and yield prediction in Mexico.
IEEE Trans. Geoscience and Remote Sensing, 2003


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