Research graph
References from UAV multispectral data and mixed-pixel segmentation for citrus water deficit diagnosis: Integrating spectral–texture features with machine learning for precision irrigation management. Local targets link to admitted publications; unresolved targets remain external evidence.
Green area index from an unmanned aerial system over wheat and rapeseed crops
10.1016/j.rse.2014.06.006 · 2014 · External reference
Physiological assessment of water stress in potato using spectral information
10.3389/fpls.2017.01608 · 2017 · External reference
Random forests
10.1023/a:1010933404324 · 2001 · External reference
The impact of land-use/land cover changes on water balance of the heterogeneous Buzi sub-catchment, Zimbabwe
2020 · External reference
A high-resolution, gridded dataset for monthly temperature normals (1971–2000)
10.1111/j.1468-0459.2007.00324.x · 2007 · External reference
Estimation of lai in winter wheat from multi-angular hyperspectral vnir data: effects of view angles and plant architecture
10.3390/rs10101630 · 2018 · External reference
Xgboost: A scalable tree boosting system. In: Proceedings of the 22nd Acm Sigkdd International Conference on Knowledge Discovery and Data Mining
2016 · External reference
Estimation of winter canola growth parameter from UAV multi-angular spectral-texture information using stacking-based ensemble learning model
10.1016/j.compag.2024.109074 · 2024 · External reference
Potential of the existing and novel spectral reflectance indices for estimating the leaf water status and grain yield of spring wheat exposed to different irrigation rates
10.1016/j.agwat.2019.03.006 · 2019 · External reference
Evaluation of random forests and generalized regression neural networks for daily reference evapotranspiration modeling
10.1016/j.agwat.2017.08.003 · 2017 · External reference
Estimation of vegetation attributes in beech forests using true colour digital images from a small fixed-wing UAV
2016 · External reference
Estimate soil moisture of maize by combining support vector machine and chaotic whale optimization algorithm
2022 · External reference
Evaluation of CatBoost method for prediction of reference evapotranspiration in humid regions
10.1016/j.jhydrol.2019.04.085 · 2019 · External reference
Extreme learning machine: theory and applications
10.1016/j.neucom.2005.12.126 · 2006 · External reference
Feasibility of estimating leaf water content using spectral indices from WorldView-3s near-infrared and shortwave infrared bands
10.1080/01431161.2015.1128575 · 2016 · External reference
Hyperspectral unmixing with Gaussian mixture model and spatial group sparsity
2022 · External reference
Forecasting daily streamflow values: assessing heuristic models
10.2166/nh.2017.111 · 2018 · External reference
Assessing corn water stress using spectral reflectance
10.1080/01431161.2016.1171929 · 2016 · External reference
Unsupervised extraction of rice coverage with incorporating CLAHE-SV enhanced Lab color features
2023 · External reference
Graph l₁-Laplacians regularized GMM for hyperspectral unmixing
2023 · External reference
Characterizing the accelerated global carbon emissions from forest loss during 1985–2020 using fine-resolution remote sensing datasets
10.3390/rs16060978 · 2024 · External reference
Hybrid decision tree-based machine learning models for short-term water quality prediction
10.1016/j.chemosphere.2020.126169 · 2020 · External reference
Retrieval of vegetation water content of different crop types with two new hyperspectral indices: Water Absorption Area Index and Depth Water Index
2018 · External reference
Soil moisture at 30 m from multiple satellite datasets fused by random forest
10.1016/j.jhydrol.2023.130010 · 2023 · External reference
Evaluation of regression algorithms for estimating leaf area index and vegetation water content from water stressed rice vegetation reflectance
2021 · External reference
Vegetation spectral reflectance as a predictor of soil water potential in rice
10.1002/2017wr021494 · 2018 · External reference
Soil moisture simulation of rice using optimized Support Vector Machine for Sustainable agricultural applications
2023 · External reference
Winter Wheat Vegetation Water Content Monitoring Based on Spectral Transforms and “Three-edge” Parameters
10.1016/j.agwat.2020.106306 · 2020 · External reference
Extracting leaf area index using viewing geometry effects—a new perspective on high-resolution unmanned aerial system photography
10.1016/j.isprsjprs.2018.04.012 · 2018 · External reference
Supplanting missing climatic inputs in classical and random forest models for estimating reference evapotranspiration in humid coastal areas of Iran
2020 · External reference
A modified mixture model-based clustering algorithm for resolving the problem of mixed pixels available in satellite imagery
10.1134/s199508022311029x · 2023 · External reference
Improving the performance of the mass transfer-based reference evapotranspiration estimation approaches through a coupled wavelet random forest methodology
10.1016/j.jhydrol.2018.04.042 · 2018 · External reference
Support vector machine-based modeling of evapotranspiration using hydro-climatic variables in a sub-tropical environment
10.1016/j.agrformet.2014.09.025 · 2015 · External reference
Estimation of leaf area index and above-ground biomass of winter wheat based on optimal spectral index
2022 · External reference
A model for phenotyping crop fractional vegetation cover using imagery from unmanned aerial vehicles
10.1093/jxb/erab194 · 2021 · External reference
Monitoring leaf area index of the sown mixture pasture through UAV multispectral image and texture characteristics
10.1016/j.compag.2023.108333 · 2023 · External reference
Hybrid extreme learning machine with meta-heuristic algorithms for monthly pan evaporation prediction
10.1016/j.compag.2019.105115 · 2020 · External reference
Optimization of extreme learning machine model with biological heuristic algorithms to estimate daily reference crop evapotranspiration in different climatic regions of China
10.1016/j.jhydrol.2021.127028 · 2021 · External reference
Estimation of soil moisture in drip-irrigated citrus orchards using multi-modal UAV remote sensing
10.1016/j.agwat.2024.108972 · 2024 · External reference
Inversion of large-scale citrus soil moisture using multi-temporal Sentinel-1 and Landsat-8 data
10.1016/j.agwat.2024.108718 · 2024 · External reference
Capability of crop water content for revealing variability of winter wheat grain yield and soil moisture under limited irrigation
10.1016/j.scitotenv.2018.03.004 · 2018 · External reference
Evaluating soil moisture content under maize coverage using UAV multimodal data by machine learning algorithms
10.1016/j.jhydrol.2023.129086 · 2023 · External reference
Progress in quantitative inversion of vegetation ecological remote sensing parameters
10.11834/jrs.20210402 · 2021 · External reference
Vegetation vegetation structure mediates the response of gross primary production to environmental drivers across multiple temporal scales
10.1016/j.scitotenv.2024.170439 · 2024 · External reference
A Gaussian mixture model representation of endmember variability in hyperspectral unmixing
10.1109/tip.2018.2795744 · 2018 · External reference
SPAD monitoring of saline vegetation based on Gaussian mixture model and UAV hyperspectral image feature classification
10.1016/j.compag.2022.107236 · 2022 · External reference
Estimation of vegetation water content for wheat through combining radiative transfer model and machine learning
10.1016/j.fcr.2023.109077 · 2023 · External reference
Vegetation leaf water content estimated using terrestrial LiDAR
10.1016/j.agrformet.2016.08.016 · 2017 · External reference
