Stephanie R Debats
Stephanie R Debats
PhD Candidate, Civil & Environmental Engineering, Princeton University
Verified email at princeton.edu
Title
Cited by
Cited by
Year
A generalized computer vision approach to mapping crop fields in heterogeneous agricultural landscapes
SR Debats, D Luo, LD Estes, TJ Fuchs, KK Caylor
Remote Sensing of Environment 179, 210-221, 2016
752016
A generalized computer vision approach to mapping crop fields in heterogeneous agricultural landscapes
S Debats, D Luo, L Estes, TJ Fuchs, KK Caylor
Remote Sensing of Environment 179, 210-221, 2016
752016
Projected climate impacts to S outh A frican maize and wheat production in 2055: a comparison of empirical and mechanistic modeling approaches
LD Estes, H Beukes, BA Bradley, SR Debats, M Oppenheimer, AC Ruane, ...
Global change biology 19 (12), 3762-3774, 2013
752013
A platform for crowdsourcing the creation of representative, accurate landcover maps
LD Estes, D McRitchie, J Choi, S Debats, T Evans, W Guthe, D Luo, ...
Environmental Modelling & Software 80, 41-53, 2016
372016
A large‐area, spatially continuous assessment of land cover map error and its impact on downstream analyses
L Estes, P Chen, S Debats, T Evans, S Ferreira, T Kuemmerle, G Ragazzo, ...
Global change biology 24 (1), 322-337, 2018
302018
Storm-water management using street sweeping
JH Kang, SR Debats, MK Stenstrom
Journal of Environmental Engineering 135 (7), 479-489, 2009
282009
The AgMIP coordinated climate-crop modeling project (C3MP): methods and protocols
SP McDermid, AC Ruane, C Rosenzweig, NI Hudson, MD Morales, ...
HANDBOOK OF CLIMATE CHANGE AND AGROECOSYSTEMS: The Agricultural Model …, 2015
222015
Integrating active learning and crowdsourcing into large-scale supervised landcover mapping algorithms
SR Debats, LD Estes, DR Thompson, KK Caylor
PeerJ Preprints, 2017
52017
Diylandcover: Crowdsourcing the creation of systematic, accurate landcover maps
L Estes, D McRitchie, J Choi, SR Debats, T Evans, W Guthe, D Luo, ...
PeerJ PrePrints, 2015
32015
Effect of hydromulch and fire intensity on post-fire chaparral: a Griffith Park case study
S Debats, D Pilotte, R Sahai
Unpublished report.[online]. Available: http://www. ioe. ucla. edu/media …, 2008
32008
Improving maps of smallholder-dominated croplands through tight integration of human and machine intelligence
LD Estes, S Ye, L Song, RB Avery, D McRitchie, R Eastman, SR Debats, ...
AGU Fall Meeting Abstracts 2019, IN42A-04, 2019
12019
Mapping Sub-Saharan African Agriculture in High-Resolution Satellite Imagery with Computer Vision & Machine Learning
SR Debats
Princeton University, 2017
12017
Using Small Drone (UAS) Imagery to Bridge the Gap Between Field-and Satellite-Based Measurements of Vegetation Structure and Change
MT Mayes, LD Estes, X Gago, SR Debats, KK Caylor, S Manfreda, ...
AGU Fall Meeting Abstracts 2016, B53J-05, 2016
12016
High resolution, annual maps of the characteristics of smallholder-dominated croplands at national scales
LD Estes, S Ye, L Song, B Luo, JR Eastman, Z Meng, Q Zhang, ...
EarthArXiv, 2021
2021
Using active learning to quantify how training data errors impact classification accuracy over smallholder-dominated agricultural systems
LD Estes, SR Debats, D McRitchie, R Eastman, L Song, T Woodard, ...
AGU Fall Meeting Abstracts 2018, B22A-05, 2018
2018
Combining Human and Machine Learning to Map Cropland in the 21st Century's Major Agricultural Frontier
LD Estes, SR Debats, KK Caylor, TP Evans, D Gower, D McRitchie, ...
AGU Fall Meeting Abstracts 2016, IN54A-07, 2016
2016
Interactively Improving Agricultural Field Mapping in Sub-Saharan Africa with Crowd-Sourcing and Active Learning
SR Debats, LD Estes, KK Caylor
AGU Fall Meeting Abstracts 2015, GC13H-1253, 2015
2015
Interactions of mean climate change and climate variability on food security extremes.[P-2223-18]
AC Ruane, SP McDermid, T Mavromatis, NI Hudson, MD Morales, ...
CFCC15, 2015
2015
Mapping Agricultural Fields in Sub-Saharan Africa with a Computer Vision Approach
SR Debats, D Luo, LD Estes, T Fuchs, KK Caylor
AGU Fall Meeting Abstracts 2014, B44C-05, 2014
2014
A Machine Learning Approach to Mapping Agricultural Fields Across Sub-Saharan Africa
SR Debats, TJ Fuchs, DR Thompson, LD Estes, TP Evans, KK Caylor
AGU Fall Meeting Abstracts 2013, B53E-03, 2013
2013
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Articles 1–20