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Mapping crop types in smallholder mono- and intercropping systems with multi-sensor data in regions with multiple growing cycles
Felicia Akinyemi
,
Philippe Rufin
,
Esther Shupel Ibrahim
,
Patrick Hostert
,
Lucia O. Ogunsumi
,
Olugbenga A. Egbetokun
,
Chinwe Ifejika Speranza
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National-scale field delineation in Mozambique refines our understanding of cropland distribution, field size, and deforestation actors
The design of science-based policies to improve the sustainability of smallholder agriculture is challenged by a limited understanding …
Philippe Rufin
,
Pauline Hammer
,
Leon-Friedrich Thomas
,
Sá Nogueira Lisboa
,
Natasha Ribeiro
,
Almeida Sitoe
,
Patrick Hostert
,
Patrick Meyfroidt
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National-scale field delineation in Mozambique refines our understanding of cropland distribution, field size, and deforestation actors
Sitian Xiong
,
Protensia Hadunka
,
Brian P Mulenga
,
Kathy Baylis
,
Philippe Rufin
,
Lyndon Estes
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URL
Climate change has increased crop water consumption in Central Asia despite less water-intensive cropping
Mayra Daniela Pena-Guerrero
,
Gabriel B. Senay
,
Atabek Umirbekov
,
Larisa Tarasova
,
Philippe Rufin
,
Bakhtiyor Pulatov
,
Daniel Müller
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URL
The role of domestic and international markets in the loss of nature across Brazil
Damares Lopes Afonso
,
Erasmus zu Ermgassen
,
Fernando Salgueiro Perobelli
,
Weslem Rodrigues Faria
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International reliance on Brazil's water through soy and beef supply chains
Michael J. Lathuillière
,
Rafaela Flach
,
Lan Wang-Erlandsson
,
Vivian Ribeiro
,
Erasmus zu Ermgassen
,
Carlos M. Souza Jr
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URL
Responsible Artificial Intelligence for Earth Observation
Pedram Ghamisi
,
Weikang Yu
,
Andrea Marinoni
,
Caroline M. Gevaert
,
Claudio Persello
,
Sivasakthy Selvakumaran
,
Manuela Girotto
,
Benjamin P. Horton
,
Philippe Rufin
,
Patrick Hostert
,
Fabio Pacifici
,
Peter M. Atkinson
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URL
Radiografia da pecuária do Cerrado
Andrea S. Garcia
,
Erasmus zu Ermgassen
,
Vivian Ribeiro
,
Cientistas cidadões da iniciativa Do Pasto ao Prato
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To enhance sustainable development goal research, open up commercial satellite image archives
As a group of scientists concerned with the sustainability of smallholder agriculture, we call for coordinated efforts to facilitate …
Philippe Rufin
,
Patrick Meyfroidt
,
Felicia O. Akinyemi
,
Lyndon Estes
,
Esther Shupel Ibrahim
,
Meha Jain
,
Hannah Kerner
,
Sá Nogueira Lisboa
,
David Lobell
,
Catherine Nakalembe
,
Claudio Persello
,
Michelle Picoli
,
Natasha Ribeiro
,
Almeida Sitoe
,
Katharina Waha
,
Sherrie Wang
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Taking It Further - Leveraging Pseudo-Labels for Field Delineation across Label-Scarce Smallholder Regions
Satellite-based field delineation has entered a quasi-operational stage due to recent advances in machine learning for computer vision. …
Philippe Rufin
,
Sherrie Wang
,
Sá Nogueira Lisboa
,
Jan Hemmerling
,
Mirela G. Tulbure
,
Patrick Meyfroidt
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