High-resolution satellite imagery applications in crop phenotyping: An overview
Over the past ten years, plant phenotyping technologies that utilize sensing and data mining
approaches to estimate crop traits in a high-throughput and objective manner, have been …
approaches to estimate crop traits in a high-throughput and objective manner, have been …
Cropping patterns of annual crops: A remote sensing review
Cropping patterns are defined as the sequence and spatial arrangement of annual crops on
a piece of land. Knowledge of cropping patterns is crucial for crop production and land-use …
a piece of land. Knowledge of cropping patterns is crucial for crop production and land-use …
A unified vegetation index for quantifying the terrestrial biosphere
G Camps-Valls, M Campos-Taberner… - Science …, 2021 - science.org
Empirical vegetation indices derived from spectral reflectance data are widely used in
remote sensing of the biosphere, as they represent robust proxies for canopy structure, leaf …
remote sensing of the biosphere, as they represent robust proxies for canopy structure, leaf …
Mapping of cropland, cropping patterns and crop types by combining optical remote sensing images with decision tree classifier and random forest
Mapping and monitoring the distribution of croplands and crop types support policymakers
and international organizations by reducing the risks to food security, notably from climate …
and international organizations by reducing the risks to food security, notably from climate …
Modelling, mapping and monitoring of forest cover changes, using support vector machine, kernel logistic regression and naive bayes tree models with optical remote …
The present study is designed to monitor the spatio-temporal changes in forest cover using
Remote Sensing (RS) and Geographic Information system (GIS) techniques from 1990 to …
Remote Sensing (RS) and Geographic Information system (GIS) techniques from 1990 to …
Mapping cropland extent of Southeast and Northeast Asia using multi-year time-series Landsat 30-m data using a random forest classifier on the Google Earth Engine …
Cropland extent maps are useful components for assessing food security. Ideally, such
products are a useful addition to countrywide agricultural statistics since they are not …
products are a useful addition to countrywide agricultural statistics since they are not …
Spatial-temporal characteristics and policy implication for non-grain production of cultivated land in Guanzhong Region
Non-grain production of cultivated land (NGPOCL), as a severe threat to food security, has
attracted great attention in China and other countries of the world. Although some scholars …
attracted great attention in China and other countries of the world. Although some scholars …
Mapping sugarcane plantation dynamics in Guangxi, China, by time series Sentinel-1, Sentinel-2 and Landsat images
Sugarcane is a major crop for sugar and ethanol production and its area has increased
substantially in tropical and subtropical regions in recent decades. Updated and accurate …
substantially in tropical and subtropical regions in recent decades. Updated and accurate …
Cotton classification method at the county scale based on multi-features and random forest feature selection algorithm and classifier
H Fei, Z Fan, C Wang, N Zhang, T Wang, R Chen… - Remote Sensing, 2022 - mdpi.com
Accurate cotton maps are crucial for monitoring cotton growth and precision management.
The paper proposed a county-scale cotton mapping method by using random forest (RF) …
The paper proposed a county-scale cotton mapping method by using random forest (RF) …
Evaluating the efficiency of coarser to finer resolution multispectral satellites in mapping paddy rice fields using GEE implementation
M Waleed, M Mubeen, A Ahmad… - Scientific Reports, 2022 - nature.com
Timely and accurate estimation of rice-growing areas and forecasting of production can
provide crucial information for governments, planners, and decision-makers in formulating …
provide crucial information for governments, planners, and decision-makers in formulating …