[HTML][HTML] Mapping irrigated agriculture in fragmented landscapes of sub-Saharan Africa: An examination of algorithm and composite length effectiveness

T Weitkamp, GJ Veldwisch, P Karimi… - International Journal of …, 2023 - Elsevier
Accurately identifying irrigated areas is crucial for sustainable development, food security,
and effective land and water resource management. However, incomplete or outdated …

Satellite imagery and modeling contribute understanding cover crop effect on nitrogen dynamics and water availability

G Raimondi, C Maucieri, M Borin, JL Pancorbo… - Agronomy for …, 2023 - Springer
Cover crops (CCs) can affect the cropping systems' N dynamics and soil water content
(SWC), but optimizing their potential effects requires knowledge of their growth pattern, N …

[HTML][HTML] Monitoring Cover Crop Biomass in Southern Brazil Using Combined PlanetScope and Sentinel-1 SAR Data

FM Breunig, R Dalagnol, LS Galvão, PC Bispo, Q Liu… - Remote Sensing, 2024 - mdpi.com
Precision agriculture integrates multiple sensors and data types to support farmers with
informed decision-making tools throughout crop cycles. This study evaluated Aboveground …

[HTML][HTML] Evaluating the effect of training data size and composition on the accuracy of smallholder irrigated agriculture mapping in Mozambique using remote sensing …

T Weitkamp, P Karimi - Remote Sensing, 2023 - mdpi.com
Mapping smallholder irrigated agriculture in sub-Saharan Africa using remote sensing
techniques is challenging due to its small and scattered areas and heterogenous cropping …

Monitoring the spatial distribution of cover crops and Tillage practices using machine learning and environmental drivers across Eastern South Dakota

K Jain, R John, N Torbick, V Kolluru, S Saraf… - Environmental …, 2024 - Springer
The adoption of conservation agriculture methods, such as conservation tillage and cover
cropping, is a viable alternative to conventional farming practices for improving soil health …

Mapping cover crop species in southeastern Michigan using Sentinel-2 satellite data and Google Earth Engine

X Wang, J Blesh, P Rao, A Paliwal… - Frontiers in Artificial …, 2023 - frontiersin.org
Cover crops are a critical agricultural practice that can improve soil quality, enhance crop
yields, and reduce nitrogen and phosphorus losses from farms. Yet there is limited …

Cover crop termination options and application of remote sensing for evaluating termination efficiency

V Kumar, V Singh, ML Flessner, J Haymaker… - Plos one, 2023 - journals.plos.org
Efficient termination of cover crops is an important component of cover crop management.
Information on termination efficiency can help in devising management plans but estimating …

On-farm cereal rye biomass estimation using machine learning on images from an unmanned aerial system

K KC, M Romanko, A Perrault, S Khanal - Precision Agriculture, 2024 - Springer
This study assesses the potential of using multispectral images collected by an unmanned
aerial system (UAS) on machine learning (ML) frameworks to estimate cereal rye (Secale …

[HTML][HTML] Field-Level Classification of Winter Catch Crops Using Sentinel-2 Time Series: Model Comparison and Transferability

K Vanpoucke, S Heremans, E Buls, B Somers - Remote Sensing, 2024 - mdpi.com
Winter catch crops are promoted in the European Union under the Common Agricultural
Policy to improve soil health and reduce nitrate leaching from agricultural fields. Currently …

Intercomparison of Same-Day Remote Sensing Data for Measuring Winter Cover Crop Biophysical Traits

A Thieme, K Prabhakara, J Jennewein, BT Lamb… - Sensors, 2024 - mdpi.com
Winter cover crops are planted during the fall to reduce nitrogen losses and soil erosion and
improve soil health. Accurate estimations of winter cover crop performance and biophysical …