Crop mapping using supervised machine learning and deep learning: a systematic literature review
M Alami Machichi, E mansouri, Y Imani… - … Journal of Remote …, 2023 - Taylor & Francis
The ever-increasing global population presents a looming threat to food production. To meet
growing food demands while minimizing negative impacts on water and soil, agricultural …
growing food demands while minimizing negative impacts on water and soil, agricultural …
A robust approach for large-scale cropping intensity mapping in smallholder farms from vegetation, brownness indices and SAR time series
Multiple cropping is a widespread agricultural intensification for increasing food production.
National-scale Cropping Intensity (CI) mapping is important for achieving sustainable …
National-scale Cropping Intensity (CI) mapping is important for achieving sustainable …
[HTML][HTML] A new approach to characterising and predicting crop rotations using national-scale annual crop maps
Cropping decisions affect the nature, timing and intensity of agricultural management
strategies. Specific crop rotations are associated with different environmental impacts, which …
strategies. Specific crop rotations are associated with different environmental impacts, which …
Where is tea grown in the world: A robust mapping framework for agroforestry crop with knowledge graph and sentinels images
Tea trees (Camellia sinensis), a quintessential homestead agroforestry crop cultivated in
over 60 countries, hold significant economic and social importance as a vital specialty cash …
over 60 countries, hold significant economic and social importance as a vital specialty cash …
Unveiling grain production patterns in China (2005–2020) towards targeted sustainable intensification
CONTEXT Long-term historical information on national-scale grain production is critical for
ensuring food security but often limited by the lack of geospatial data. OBJECTIVE This study …
ensuring food security but often limited by the lack of geospatial data. OBJECTIVE This study …
[HTML][HTML] Cropland Data Extraction in Mekong Delta Based on Time Series Sentinel-1 Dual-Polarized Data
In recent years, synthetic aperture radar (SAR) has been a widely used data source in the
remote sensing field due to its ability to work all day and in all weather conditions. Among …
remote sensing field due to its ability to work all day and in all weather conditions. Among …
[HTML][HTML] Monitoring ice flow velocity of Petermann glacier combined with Sentinel-1 and− 2 imagery
G Li, Y Mao, X Feng, Z Chen, Z Yang… - International Journal of …, 2023 - Elsevier
Abstract Synthetic Aperture Radar (SAR) images are commonly used to monitor glacier flow
velocity at Greenland Ice Sheet (GrIS). However, offset-tracking with SAR imagery in …
velocity at Greenland Ice Sheet (GrIS). However, offset-tracking with SAR imagery in …
[HTML][HTML] Mapping cropland abandonment and distinguishing from intentional afforestation with Landsat time series
C Hong, AV Prishchepov, X Jin, Y Zhou - International Journal of Applied …, 2024 - Elsevier
Detecting cropland abandonment in a timely manner is essential to unlock the potential of
such abandoned lands, for instance, to alleviate world hunger and steer environmental …
such abandoned lands, for instance, to alleviate world hunger and steer environmental …
What drives the spatial heterogeneity of cropping patterns in the Northeast China: The natural environment, the agricultural economy, or policy?
Z Yang, L Chu, C Wang, Y Pan, W Su, Y Qin… - Science of The Total …, 2023 - Elsevier
Understanding the spatiotemporal dynamic of crop cover types and the driving forces of
cropping patterns in the Northeast China (NEC) is essential for establishing suitable and …
cropping patterns in the Northeast China (NEC) is essential for establishing suitable and …
[HTML][HTML] Cropping intensity map of China with 10 m spatial resolution from analyses of time-series Landsat-7/8 and Sentinel-2 images
Cropping intensity maps at high spatial resolution play a crucial role in guiding agricultural
policies and ensuring food security. So far, most of nationwide cropping intensity maps have …
policies and ensuring food security. So far, most of nationwide cropping intensity maps have …