Wetland mapping in East Asia by two-stage object-based Random Forest and hierarchical decision tree algorithms on Sentinel-1/2 images

Continental-scale wetland mapping: A novel algorithm for detailed wetland types classification based on time series Sentinel-1/2 images

(2023) Kaifeng Peng et al.   ECOLOGICAL INDICATORS

Reverse the hidden loss of China’s wetlands

(2022) Dehua Mao et al.   SCIENCE

Dynamic World, Near real-time global 10 m land use land cover mapping

(2022) Christopher F. Brown et al.   Scientific Data

Decision surface optimization in mapping exotic mangrove species (Sonneratia apetala) across latitudinal coastal areas of China

(2022) Chuanpeng Zhao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mapping African wetlands for 2020 using multiple spectral, geo-ecological features and Google Earth Engine

(2022) Anzhen Li et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A new phenology-based method for mapping wheat and barley using time-series of Sentinel-2 images

(2022) Davoud Ashourloo et al.   REMOTE SENSING OF ENVIRONMENT

Can time-series Sentinel images be used to properly identify wetland plant communities?

(2022) Kaidong Feng et al.   GIScience & Remote Sensing

Interannual changes of coastal aquaculture ponds in China at 10-m spatial resolution during 2016–2021

(2022) Ming Wang et al.   REMOTE SENSING OF ENVIRONMENT

Rapid, robust, and automated mapping of tidal flats in China using time series Sentinel-2 images and Google Earth Engine

(2021) Mingming Jia et al.   REMOTE SENSING OF ENVIRONMENT

WetNet: A Spatial–Temporal Ensemble Deep Learning Model for Wetland Classification Using Sentinel-1 and Sentinel-2

(2021) Benyamin Hosseiny et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Sub-continental-scale mapping of tidal wetland composition for East Asia: A novel algorithm integrating satellite tide-level and phenological features

(2021) Zhen Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Big Data for a Big Country: The First Generation of Canadian Wetland Inventory Map at a Spatial Resolution of 10-m Using Sentinel-1 and Sentinel-2 Data on the Google Earth Engine Cloud Computing Platform

(2020) Masoud Mahdianpari et al.   CANADIAN JOURNAL OF REMOTE SENSING

The migration of training samples towards dynamic global land cover mapping

(2020) Huabing Huang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

GOODD, a global dataset of more than 38,000 georeferenced dams

(2020) Mark Mulligan et al.   Scientific Data

Mapping coastal wetlands of China using time series Landsat images in 2018 and Google Earth Engine

(2020) Xinxin Wang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

National wetland mapping in China: A new product resulting from object-based and hierarchical classification of Landsat 8 OLI images

(2020) Dehua Mao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Object-Oriented LULC Classification in Google Earth Engine Combining SNIC, GLCM, and Machine Learning Algorithms

(2020) Andrea Tassi et al.   Remote Sensing

Stable classification with limited sample: transferring a 30-m resolution sample set collected in 2015 to mapping 10-m resolution global land cover in 2017

(2019) Peng Gong et al.   Science Bulletin

Annual maps of global artificial impervious area (GAIA) between 1985 and 2018

(2019) Peng Gong et al.   REMOTE SENSING OF ENVIRONMENT

China's wetlands loss to urban expansion

(2018) Dehua Mao et al.   LAND DEGRADATION & DEVELOPMENT

The global distribution and trajectory of tidal flats

(2018) Nicholas J. Murray et al.   NATURE

The Global Mangrove Watch—A New 2010 Global Baseline of Mangrove Extent

(2018) Pete Bunting et al.   Remote Sensing

Monitoring of wetland inundation dynamics in the Delmarva Peninsula using Landsat time-series imagery from 1985 to 2011

(2017) Huiran Jin et al.   REMOTE SENSING OF ENVIRONMENT

High-resolution mapping of global surface water and its long-term changes

(2016) Jean-François Pekel et al.   NATURE

Deep Learning Based Feature Selection for Remote Sensing Scene Classification

(2015) Qin Zou et al.   IEEE Geoscience and Remote Sensing Letters

Reconstruction of global MODIS NDVI time series: Performance of Harmonic ANalysis of Time Series (HANTS)

(2015) Jie Zhou et al.   REMOTE SENSING OF ENVIRONMENT

How much wetland has the world lost? Long-term and recent trends in global wetland area

(2014) Nick C. Davidson   MARINE AND FRESHWATER RESEARCH

Good practices for estimating area and assessing accuracy of land change

(2014) Pontus Olofsson et al.   REMOTE SENSING OF ENVIRONMENT

Wetlands Mapping in North America by Decision Rule Classification Using MODIS and Ancillary Data

(2013) Gegen Tana et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Mapping of Central Africa Forested Wetlands Using Remote Sensing

(2013) Julie Betbeder et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

China’s Wetlands: Conservation Plans and Policy Impacts

(2012) Zongming Wang et al.   AMBIO

Decision trees: a recent overview

(2011) S. B. Kotsiantis   ARTIFICIAL INTELLIGENCE REVIEW

China’s wetland change (1990–2000) determined by remote sensing

(2010) Peng Gong et al.   Science China-Earth Sciences

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Methods for retrieving hydrologically significant surface parameters from remote sensing: a review for applications to east Asia region

(2008) Bunkei Matsushita et al.   HYDROLOGICAL PROCESSES