Classification of Zambian grasslands using random forest feature importance selection during the optimal phenological period

Machine learning algorithm-based risk assessment of riparian wetlands in Padma River Basin of Northwest Bangladesh

(2021) Abu Reza Md. Towfiqul Islam et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

A Classification of Tidal Flat Wetland Vegetation Combining Phenological Features with Google Earth Engine

(2021) Nan Wu et al.   Remote Sensing

Assessing the Effect of Training Sampling Design on the Performance of Machine Learning Classifiers for Land Cover Mapping Using Multi-Temporal Remote Sensing Data and Google Earth Engine

(2021) Shobitha Shetty et al.   Remote Sensing

Aboveground Biomass Mapping of Crops Supported by Improved CASA Model and Sentinel-2 Multispectral Imagery

(2021) Peng Fang et al.   Remote Sensing

Mangrove Ecosystem Mapping Using Sentinel-1 and Sentinel-2 Satellite Images and Random Forest Algorithm in Google Earth Engine

(2021) Arsalan Ghorbanian et al.   Remote Sensing

Hyperspectral imaging using multivariate analysis for simulation and prediction of agricultural crops in Ningxia, China

(2020) Guan Hong et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A Synthesizing Land-cover Classification Method Based on Google Earth Engine: A Case Study in Nzhelele and Levhuvu Catchments, South Africa

(2020) Hongwei Zeng et al.   Chinese Geographical Science

A new method for grassland degradation monitoring by vegetation species composition using hyperspectral remote sensing

(2020) Xin Lyu et al.   ECOLOGICAL INDICATORS

Survey on Land Use/Land Cover (LU/LC) change analysis in remote sensing and GIS environment: Techniques and Challenges

(2020) Sam Navin MohanRajan et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

The Classification Performance and Mechanism of Machine Learning Algorithms in Winter Wheat Mapping Using Sentinel-2 10 m Resolution Imagery

(2020) Peng Fang et al.   Applied Sciences-Basel

Quantifying expansion and removal of Spartina alterniflora on Chongming island, China, using time series Landsat images during 1995–2018

(2020) Xi Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Classification of Land Cover, Forest, and Tree Species Classes with ZiYuan-3 Multispectral and Stereo Data

(2019) Zhuli Xie et al.   Remote Sensing

Grasslands-more important for ecosystem services than you might think

(2019) J. Bengtsson et al.   Ecosphere

Soil carbon sequestration accelerated by restoration of grassland biodiversity

(2019) Yi Yang et al.   Nature Communications

Winter wheat identification by integrating spectral and temporal information derived from multi-resolution remote sensing data

(2019) Xi-wang ZHANG et al.   Journal of Integrative Agriculture

Estimating fractional cover of plant functional types in African savannah from harmonic analysis of MODIS time-series data

(2018) Sa’ad Ibrahim et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Identification and mapping of winter wheat by integrating temporal change information and Kullback–Leibler divergence

(2018) Xiwang Zhang et al.   International Journal of Applied Earth Observation and Geoinformation

Google Earth Engine: Planetary-scale geospatial analysis for everyone

(2017) Noel Gorelick et al.   REMOTE SENSING OF ENVIRONMENT

Satellite remote sensing of grasslands: from observation to management

(2016) Iftikhar Ali et al.   Journal of Plant Ecology

Land Cover Characterization in West Sudanian Savannas Using Seasonal Features from Annual Landsat Time Series

(2016) Jinxiu Liu et al.   Remote Sensing

Satellite remote sensing of grasslands: from observation to management

(2016) Iftikhar Ali et al.   Journal of Plant Ecology

PROBA-V mission for global vegetation monitoring: standard products and image quality

(2014) Wouter Dierckx et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Land surface emissivity retrieval based on moisture index from LANDSAT TM satellite data over heterogeneous surfaces of Delhi city

(2012) Javed Mallick et al.   International Journal of Applied Earth Observation and Geoinformation

Classification of savanna tree species, in the Greater Kruger National Park region, by integrating hyperspectral and LiDAR data in a Random Forest data mining environment

(2012) L. Naidoo et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Variable selection using random forests

(2010) Robin Genuer et al.   PATTERN RECOGNITION LETTERS

On the Suitability of MODIS Time Series Metrics to Map Vegetation Types in Dry Savanna Ecosystems: A Case Study in the Kalahari of NE Namibia

(2009) Christian Hüttich et al.   Remote Sensing

Development of a two-band enhanced vegetation index without a blue band

(2008) Z JIANG et al.   REMOTE SENSING OF ENVIRONMENT