Louis Longchamps

Cornell University — United States

Environmental Science · Physical Sciences

16h-index782citations58works12.62yr avg
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Research Topics

Remote Sensing in Agriculture(18), Crop Yield and Soil Fertility(16), Smart Agriculture and AI(12), Soil Geostatistics and Mapping(12), Spectroscopy and Chemometric Analyses(6)

Publications58 total

61. The Cornell Agricultural Systems Testbed and Demonstration site (CAST) for the farm of the future
Animal - science proceedings·2025
Strengthening farmer-led experiments through agronomic and causal inference frameworks
2025Open Access
AI-enhanced potato yield assessment using Sentinel-2 imaging
2025Open Access
Using causal diagrams to interpret unreplicated on-farm experiments
2025Open Access
Data mining to identify the drivers of sugarcane yield
2025Open Access
Soil moisture sensor location-allocation using spatial association of surface moisture data
Smart Agricultural Technology·2025· 3 citedOpen Access
Farmer-centric On-Farm Experimentation: digital tools for a scalable transformative pathway
Agronomy for Sustainable Development·2025· 4 citedOpen Access
In-season nitrogen status and pre-harvest potato yield assessment using air-spaceborne imagery with AI techniques
Field Crops Research·2025· 3 cited
Yield Forecasting in Maize: Performance and Limits of Unmanned Aerial Vehicle and PlanetScope Remote Sensing Across Multiple Growth Cycles
SSRN Electronic Journal·2025Open Access
Comparative performance of YOLOv8, YOLOv9, YOLOv10, YOLOv11 and Faster R-CNN models for detection of multiple weed species
Smart Agricultural Technology·2024· 144 citedOpen Access
Machine learning and fluorosensing for estimation of maize nitrogen status at early growth-stages
Computers and Electronics in Agriculture·2024· 6 citedOpen Access
Corn grain and silage yield class prediction for zone delineation using high-resolution satellite imagery
Agricultural Systems·2024· 8 citedOpen Access
Understanding Farmers' Data Collection Practices on Small-to-Medium Farms for the Design of Future Farm Management Information Systems
Proceedings of the ACM on Human-Computer Interaction·2024· 9 cited
Comparative Performance of Yolov8, Yolov9, Yolov10 and Faster R-Cnn Models for Detection of Multiple Weed Species
SSRN Electronic Journal·2024Open Access
An integrated data-driven approach to monitor and estimate plant-scale growth using UAV
ISPRS Open Journal of Photogrammetry and Remote Sensing·2023· 20 citedOpen Access
Full-Season Crop Phenology Monitoring Using Two-Dimensional Normalized Difference Pairs
Remote Sensing·2023· 9 citedOpen Access
Maize grain and silage yield prediction of commercial fields using high-resolution UAS imagery
Biosystems Engineering·2023· 8 cited
Farmer-led on-farm experimentation enhanced with digital agronomy
2023· 2 cited
ND-Space Representation of Crop Phenology
2023
Assessing Nitrogen Variability at Early Stages of Maize Using Mobile Fluorescence Sensing
Remote Sensing·2022· 11 citedOpen Access
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Frequent Co-authors

Raj Khosla(25), B. Panneton(9), Gilles Leroux(6), Subash Dahal(4), Robin M. Reich(4), Marie‐Josée Simard(4), Dipankar Mandal(4), Eleonora Cordero(3), Dario Sacco(3), D. G. Westfall(3), Alfonso de Lara(3), Rafael Siqueira(3), Akhilesh Sharma(2), Mohammed A. Naser(2), Guy Samson(2), R. Thériault(2), James A. Taylor(2), Evan Phillippi(2), Allan A. Andales(2), Philippe Vigneault(2)