A spatial frequency/spectral indicator-driven model for estimating cultivated land quality using the gradient boosting decision tree and genetic algorithm-back propagation neural network

Spatiotemporal Patterns of Cultivated Land Quality Integrated with Multi-Source Remote Sensing: A Case Study of Guangzhou, China

(2022) Dingding Duan et al.   Remote Sensing

Forecasting standardized precipitation index using data intelligence models: regional investigation of Bangladesh

(2021) Zaher Mundher Yaseen et al.   Scientific Reports

Upscaling Remote Sensing Inversion Model of Wheat Field Cultivated Land Quality in the Huang-Huai-Hai Agricultural Region, China

(2021) Yinshuai Li et al.   Remote Sensing

Estimation of Soil Nutrient Content Using Hyperspectral Data

(2021) Yiping Peng et al.   Agriculture-Basel

Comprehensive Evaluation of Cultivated Land Quality at County Scale: A Case Study of Shengzhou, Zhejiang Province, China

(2020) Yongzhong Tan et al.   International Journal of Environmental Research and Public Health

The Temporal Analysis of Regional Cultivated Land Productivity with GPP Based on 2000–2018 MODIS Data

(2020) Jiani Ma et al.   Sustainability

Wind Speed Forecast Based on Post-Processing of Numerical Weather Predictions Using a Gradient Boosting Decision Tree Algorithm

(2020) Wenqing Xu et al.   Atmosphere

Detection of Water Content in Transformer Oil Using Multi Frequency Ultrasonic with PCA-GA-BPNN

(2019) Zhuang Yang et al.   Energies

Soil quality assessment of croplands in the black soil zone of Jilin Province, China: Establishing a minimum data set model

(2019) Xiaoyan Li et al.   ECOLOGICAL INDICATORS

Prediction of High-Quality MODIS-NPP Product Data

(2019) Zhenhua Liu et al.   Remote Sensing

The Optimal Image Date Selection for Evaluating Cultivated Land Quality Based on Gaofen-1 Images

(2019) Ziqing Xia et al.   SENSORS

The GA-BPNN-Based Evaluation of Cultivated Land Quality in the PSR Framework Using Gaofen-1 Satellite Data

(2019) Liu et al.   SENSORS

Prediction of Soil Nutrient Contents Using Visible and Near-Infrared Reflectance Spectroscopy

(2019) Yiping Peng et al.   ISPRS International Journal of Geo-Information

Parameterization of the AquaCrop model for full and deficit irrigated maize for seed production in arid Northwest China

(2018) Hui Ran et al.   AGRICULTURAL WATER MANAGEMENT

Spatial Upscaling of Sparse Soil Moisture Observations Based on Ridge Regression

(2018) Jian Kang et al.   Remote Sensing

Feature selection based on artificial bee colony and gradient boosting decision tree

(2018) Haidi Rao et al.   APPLIED SOFT COMPUTING

The nickel ion removal prediction model from aqueous solutions using a hybrid neural genetic algorithm

(2017) Fatemeh Sadat Hoseinian et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Artificial neural network based modeling to evaluate methane yield from biogas in a laboratory-scale anaerobic bioreactor

(2016) Vijay V. Nair et al.   BIORESOURCE TECHNOLOGY

Phenology-based classification of vegetation cover types in Northeast China using MODIS NDVI and EVI time series

(2015) Enping Yan et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Cultivated Land Changes and Agricultural Potential Productivity in Mainland China

(2015) Linlin Xiao et al.   Sustainability

Predicting grain yield and protein content in wheat by fusing multi-sensor and multi-temporal remote-sensing images

(2014) Laigang Wang et al.   FIELD CROPS RESEARCH

Spatiotemporal Pattern and Driving Forces of Arable Land-Use Intensity in China: Toward Sustainable Land Management Using Emergy Analysis

(2014) Hualin Xie et al.   Sustainability

Mapping Rubber Plantations and Natural Forests in Xishuangbanna (Southwest China) Using Multi-Spectral Phenological Metrics from MODIS Time Series

(2013) Cornelius Senf et al.   Remote Sensing

Comparison among principal component, partial least squares and back propagation neural network analyses for accuracy of measurement of selected soil properties with visible and near infrared spectroscopy

(2010) A.M. Mouazen et al.   GEODERMA

An enhanced spatial and temporal adaptive reflectance fusion model for complex heterogeneous regions

(2010) Xiaolin Zhu et al.   REMOTE SENSING OF ENVIRONMENT