Research graph
References from Spatiotemporal transferability of multi-temporal random forest model for mapping Euryale ferox Salisb. plantations using Sentinel-2 imagery. Local targets link to admitted publications; unresolved targets remain external evidence.
Assessing agreement between permutation and dropout variable importance methods for regression and random forest models
10.3934/era.2024203 · 2024 · External reference
Random forests
10.1023/a:1010933404324 · 2001 · External reference
Remote estimation of crop and grass chlorophyll and nitrogen content using red-edge bands on Sentinel-2 and -3
10.1016/j.jag.2012.10.008 · 2013 · External reference
A review of assessing the accuracy of classifications of remotely sensed data
10.1016/0034-4257(91)90048-b · 1991 · External reference
Measuring forage production of grazing units from Landsat MSS data
1975 · External reference
Remote sensing inversion on heavy metal content in salinized soil of Yellow River Delta based on Random Forest Regression—A case study of Gudao Town
10.1038/s41598-024-62087-y · 2024 · External reference
Identification of repurposed drugs targeting significant long non-coding RNAs in the cross-talk between diabetes mellitus and Alzheimer’s disease
10.1038/s41598-022-22822-9 · 2022 · External reference
Generating up-to-date crop maps optimized for Sentinel-2 imagery in Israel
10.3390/rs13173488 · 2021 · External reference
Estimation of the water content of needles under stress by Erannis jacobsoni Djak. via Sentinel-2 satellite remote sensing
10.3389/fpls.2025.1540604 · 2025 · External reference
Textural features for image classification
10.1109/tsmc.1973.4309314 · 1973 · External reference
Transferability of machine learning models for crop classification in remote sensing imagery using a new test methodology: A study on phenological, temporal, and spatial influences
10.3390/rs16091493 · 2024 · External reference
A soil-adjusted vegetation index (SAVI)
10.1016/0034-4257(88)90106-x · 1988 · External reference
The estimation of soil organic matter variation in arid and semi-arid lands using remote sensing data
10.4236/ijg.2019.105033 · 2019 · External reference
The harmonized Landsat and Sentinel-2 version 2.0 surface reflectance dataset
10.1016/j.rse.2025.114723 · 2025 · External reference
Estimating sugar yield in sugarcane using green normalized difference vegetation index derived from imagery obtained by remotely piloted aircrafts
10.1007/s12355-026-01737-z · 2026 · External reference
Anomaly detection in IoT-based healthcare: Machine learning for enhanced security
10.1038/s41598-024-56126-x · 2024 · External reference
Wetland dynamics in the Indus River Delta: A Sentinel-2 and machine learning approach
10.1016/j.jenvman.2025.126819 · 2025 · External reference
Generalized few-shot meets remote sensing: Discovering novel classes in land cover mapping via hybrid semantic segmentation framework
10.1109/cvprw63382.2024.00280 · 2024 · External reference
Spatiotemporal patterns of crop irrigation water requirements in the Heihe River Basin, China
10.3390/w9080616 · 2017 · External reference
Optimizing window size and directional parameters of GLCM texture features for estimating rice AGB based on UAVs multispectral imagery
10.3389/fpls.2023.1284235 · 2023 · External reference
Comparisons between temporal statistical metrics, time series stacks and phenological features derived from NASA Harmonized Landsat Sentinel-2 data for crop type mapping
10.1016/j.compag.2023.108015 · 2023 · External reference
Unresolved reference
2014 · External reference
A new technique for quantifying algal bloom, floating/emergent and submerged vegetation in eutrophic shallow lakes using Landsat imagery
10.1016/j.rse.2023.113480 · 2023 · External reference
Selecting relevant features for random forest-based crop type classifications by spatial assessments of backward feature reduction
10.1007/s41064-024-00329-4 · 2025 · External reference
Evaluation of supervised classification by class and classification characteristics
2012 · External reference
Vegetation discrimination based on chlorophyll prediction in marshy wetland using unmanned aerial vehicles
10.1002/aqc.4170 · 2024 · External reference
On the use of Sentinel-2 for coastal habitat mapping and satellite-derived bathymetry estimation using downscaled coastal aerosol band
10.1016/j.jag.2019.03.012 · 2019 · External reference
Application and results of the manchester short assessment of quality of life (MANSA)
10.1177/002076409904500102 · 1999 · External reference
Hyperparameters and tuning strategies for random forest
10.48550/arxiv.1804.03515 · 2019 · External reference
Estimation models for pixel-scale coverage of aquatic vegetation in lakes based on Landsat and Sentinel data
10.34133/remotesensing.0616 · 2025 · External reference
Retrieval of fine resolution land covers in high latitude region of Alaska from integrated phenological characteristics
10.1016/j.srs.2026.100432 · 2026 · External reference
Development of a spectral library (CROPSPECPK) for major crops through spectroscopy modeling and in-situ spectrometer data
10.1186/s12870-026-08387-z · 2026 · External reference
Crop classification from Sentinel-2-derived vegetation indices using ensemble learning
10.1117/1.jrs.12.026019 · 2018 · External reference
Estimating PAR absorbed by vegetation from bidirectional reflectance measurements
10.1016/0034-4257(94)00114-3 · 1995 · External reference
Monitoring the Vernal Advancement and Retrogradation (Green Wave Effect) of Natural Vegetation
1974 · External reference
Crop mapping without labels: Investigating temporal and spatial transferability of crop classification models using a 5-year Sentinel-2 series and machine learning
2023 · External reference
Integrating phenology knowledge graph into parcel-scale crop classification using multi-period deep time series modelling
10.1016/j.jag.2025.104809 · 2025 · External reference
Wetland information extraction based on multifeature optimization of multitemporal Sentinel-2 images
2023 · External reference
Implementation of random forest algorithm for crop mapping across an aridic to ustic area of Indian states
10.1117/1.jrs.11.026005 · 2017 · External reference
Transferability of spatial and temporal learning models for winter wheat mapping in data-scarce environments: A case study in Armenia
10.1016/j.rsase.2026.101885 · 2026 · External reference
Assessing feature extraction, selection, and classification combinations for crop mapping using Sentinel-2 time series: A case study in northern Italy
10.1016/j.rsase.2025.101525 · 2025 · External reference
Comparison between Sentinel-2 and WorldView-3 sensors in mapping wetland vegetation communities of the Grassland Biome of South Africa, for monitoring under climate change
10.1016/j.rsase.2022.100875 · 2022 · External reference
Exploring spectral and phylogenetic diversity links with functional structure of aquatic plant communities
10.1016/j.rse.2024.114582 · 2025 · External reference
Unresolved reference
2015 · External reference
Comprehensive analysis of a parcel-level crop mapping (PARCM) framework from the perspective of spatial heterogeneity and spatiotemporal transferability
10.1109/jstars.2025.3532283 · 2025 · External reference
Deep learning-based phenology extraction and crop classification in arid oasis using Sentinel-2 time series
10.1631/jzus.b2500403 · 2026 · External reference
A new time series vegetation–water index of phenological–hydrological trait across species and functional types for Poyang Lake wetland ecosystem
10.1016/j.rse.2012.07.003 · 2012 · External reference
Multi-temporal SAR data large-scale crop mapping based on U-Net model
10.3390/rs11010068 · 2019 · External reference
Evaluating the spatial–temporal transferability of models for agricultural land cover mapping using Landsat archive
10.1016/j.isprsjprs.2024.05.020 · 2024 · External reference
Collecting in situ remote sensing reflectances of submersed macrophytes to build up a spectral library for lake monitoring
10.5721/eujrs20134623 · 2017 · External reference
Study on remote sensing monitoring method of aquatic medicine materials Euryale Ferox Salisb based on multi-source satellite remote sensing image
2017 · External reference
SSAVI-GMM: An automatic algorithm for mapping submerged aquatic vegetation in shallow lakes using Sentinel-1 SAR and Sentinel-2 MSI data
10.1109/tgrs.2024.3489883 · 2024 · External reference
An automatic algorithm for mapping algal blooms and aquatic vegetation using Sentinel-1 SAR and Sentinel-2 MSI data
10.3390/land14030592 · 2025 · External reference
Predicting the potential distribution of Euryale ferox in China under future climate scenarios using MaxEnt modeling
10.1038/s41598-026-54261-1 · 2026 · External reference
A stepwise refinement classification method of remote sensing image based on feedback strategies
2014 · External reference
Temporal and spatial relationships between within‐field yield variability in cotton and high‐spatial hyperspectral remote sensing imagery
10.2134/agronj2003.0257 · 2005 · External reference
A review of crop yield estimation on pixel and field scales from remotely sensed data
10.1016/j.srs.2025.100342 · 2026 · External reference
