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2006.16866
Cited By
Rapid Response Crop Maps in Data Sparse Regions
23 June 2020
Hannah Kerner
Gabriel Tseng
I. Becker-Reshef
C. Nakalembe
B. Barker
Blake Munshell
Madhava Paliyam
M. Hosseini
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Papers citing
"Rapid Response Crop Maps in Data Sparse Regions"
12 / 12 papers shown
Title
Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations
Chenghao Xiao
Hou Pong Chan
Hao Zhang
Mahani Aljunied
Lidong Bing
Noura Al Moubayed
Yu Rong
179
0
0
18 Apr 2025
Towards Scalable Foundation Model for Multi-modal and Hyperspectral Geospatial Data
Haozhe Si
Yuxuan Wan
Minh Do
Deepak Vasisht
Han Zhao
Hendrik Hamann
173
0
0
17 Mar 2025
Country-Scale Cropland Mapping in Data-Scarce Settings Using Deep Learning: A Case Study of Nigeria
Joaquín Gajardo
Michele Volpi
Daniel I. Onwude
T. Defraeye
13
0
0
18 Dec 2023
CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders
A. Fuller
K. Millard
James R. Green
103
72
0
01 Nov 2023
HarvestNet: A Dataset for Detecting Smallholder Farming Activity Using Harvest Piles and Remote Sensing
Jonathan Xu
Amna Elmustafa
L. Weldegebriel
Emnet Negash
Richard Lee
Chenlin Meng
Stefano Ermon
David B. Lobell
50
3
0
23 Aug 2023
GEO-Bench: Toward Foundation Models for Earth Monitoring
Alexandre Lacoste
Nils Lehmann
Pau Rodríguez López
Evan D. Sherwin
Hannah Kerner
...
David Vazquez
Dava Newman
Yoshua Bengio
Stefano Ermon
Xiao Xiang Zhu
SSL
ALM
AI4CE
76
62
0
06 Jun 2023
Lightweight, Pre-trained Transformers for Remote Sensing Timeseries
Gabriel Tseng
Ruben Cartuyvels
Ivan Zvonkov
Mirali Purohit
David Rolnick
Hannah Kerner
143
66
0
27 Apr 2023
Using Machine Learning to generate an open-access cropland map from satellite images time series in the Indian Himalayan Region
Danyang Li
Joaquín Gajardo
Michele Volpi
T. Defraeye
39
2
0
28 Mar 2022
TIML: Task-Informed Meta-Learning for Agriculture
Gabriel Tseng
Hannah Kerner
David Rolnick
82
7
0
04 Feb 2022
Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmark
Alexandre Lacoste
Evan D. Sherwin
Hannah Kerner
Hamed Alemohammad
Bjorn Lutjens
...
Alex Chang
Mehmet Gunturkun
Alexandre Drouin
Pau Rodríguez López
David Vazquez
AI4Cl
AI4CE
60
31
0
01 Dec 2021
SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning
Christopher Yeh
Chenlin Meng
Sherrie Wang
Anne Driscoll
Erik Rozi
Patrick Liu
Jihyeon Janel Lee
Marshall Burke
David B. Lobell
Stefano Ermon
122
60
0
08 Nov 2021
Tackling Climate Change with Machine Learning
David Rolnick
P. Donti
L. Kaack
K. Kochanski
Alexandre Lacoste
...
Demis Hassabis
John C. Platt
F. Creutzig
J. Chayes
Yoshua Bengio
AI4Cl
AI4CE
110
817
0
10 Jun 2019
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