Research graph
References from Differentiated evolution and driving mechanisms of plantations and natural forests in the arid region of Xinjiang over three decades. Local targets link to admitted publications; unresolved targets remain external evidence.
Assessment of machine learning algorithms for land cover classification in a complex mountainous landscape
10.1007/s41651-024-00195-z · 2024 · External reference
Random forests
10.1023/a:1010933404324 · 2001 · External reference
China’s response to a national land-system sustainability emergency
10.1038/s41586-018-0280-2 · 2018 · External reference
Dynamics of China's forest carbon storage: the first 30 m annual aboveground biomass mapping from 1985 to 2023
10.5194/essd-17-6993-2025 · 2025 · External reference
High-resolution wall-to-wall land-cover mapping and land change assessment for Australia from 1985 to 2015
10.1016/j.rse.2020.112148 · 2021 · External reference
The distribution characteristics of vegetation in the subrange of the Altai Mountains, Xinjiang
10.3390/plants12223915 · 2023 · External reference
A mangrove forest map of China in 2015: analysis of time series Landsat 7/8 and Sentinel-1A imagery in Google Earth Engine cloud computing platform
10.1016/j.isprsjprs.2017.07.011 · 2017 · External reference
Study on the impact of vegetation restoration on groundwater resources in Tianshan mountain and Yili valley in Xinjiang, China
10.3390/w16050696 · 2024 · External reference
Afforestation promotes the enhancement of forest LAI and NPP in China
2020 · External reference
Unveiling China’s natural and planted forest spatial–temporal dynamics from 1990 to 2020
10.1016/j.isprsjprs.2024.01.024 · 2024 · External reference
China’s naturally regenerated forests currently have greater aboveground carbon accumulation rates than newly planted forests
10.1038/s43247-025-02323-z · 2025 · External reference
Opportunities and challenges for the protection and ecological functions promotion of natural forests in China
10.1016/j.foreco.2017.09.044 · 2018 · External reference
Classification and interaction in random forests
10.1073/pnas.1800256115 · 2018 · External reference
High-resolution global map of smallholder and industrial closed-canopy oil palm plantations
2020 · External reference
Mapping pine plantations in the southeastern US using structural, spectral, and temporal remote sensing data
10.1016/j.rse.2018.07.007 · 2018 · External reference
The expansion of tree plantations across tropical biomes
10.1038/s41893-022-00904-w · 2022 · External reference
Perspectives of plantation forests in the sustainable forest development of China
10.3832/ifor3551-014 · 2021 · External reference
Enhanced forest carbon gains from stronger protection in China’s protected areas
2026 · External reference
Investigation of image classification using HOG, GLCM features, and SVM classifier
2020 · External reference
Responses of vegetation cover to hydro-climatic variations in Bosten Lake Watershed, NW China
10.3389/fpls.2024.1323445 · 2024 · External reference
Google Earth Engine: planetary-scale geospatial analysis for everyone
10.1016/j.rse.2017.06.031 · 2017 · External reference
Discriminating natural and planted forests in subtropical China using Sentinel-2 imagery and inventory data at 10 m resolution
2026 · External reference
High-resolution global maps of 21st-century forest cover change
2013 · External reference
Mapping temperate forest tree species using dense Sentinel-2 time series
10.1016/j.rse.2021.112743 · 2021 · External reference
Adaptation of the coniferous forests to natural fire disturbances in the Altai Mountains, Xinjiang, China
10.3390/f15020296 · 2024 · External reference
The biodiversity and ecosystem service contributions and trade-offs of forest restoration approaches
2022 · External reference
Vegetation greening mitigates the positive impacts of climate change on water availability in Northwest China
10.1016/j.jhydrol.2024.132086 · 2024 · External reference
Implementation of the LandTrendr algorithm on Google Earth Engine
10.3390/rs10050691 · 2018 · External reference
Unresolved reference
2023 · External reference
Spatiotemporal evolution and prediction of carbon storage in Xinjiang using the PLUS-InVEST model
2025 · External reference
Carbon stock and sequestration of planted and natural forests along climate gradient in water-limited area: a synthesis in the China's Loess plateau
10.1016/j.agrformet.2023.109419 · 2023 · External reference
SinoLC-1: the first 1-meter resolution national-scale land-cover map of China created with the deep learning framework and open-access data
2023 · External reference
A dataset of energy, water vapor and carbon exchange observations in oasis-desert areas from 2012 to 2021 in a typical endorheic basin
2023 · External reference
Neural network guided interpolation for mapping canopy height of China's forests by integrating GEDI and ICESat-2 data
10.1016/j.rse.2021.112844 · 2022 · External reference
Landsat-observed changes in forest cover and attribution analysis over Northern China from 1996‒2020
10.1080/15481603.2023.2300214 · 2024 · External reference
The response of vegetation dynamics to climate in Xinjiang from 1991 to 2018
10.3390/f15122065 · 2024 · External reference
Random Forests as a tool for estimating uncertainty at pixel-level in SAR image classification
2012 · External reference
Effects of national ecological restoration projects on carbon sequestration in China from 2001 to 2010
10.1073/pnas.1700294115 · 2018 · External reference
Biophysical and economic constraints on China’s natural climate solutions
10.1038/s41558-022-01432-3 · 2022 · External reference
Vegetation mapping with random forest using sentinel 2 and GLCM texture feature—A case study for Lousã region, Portugal
10.3390/rs14184585 · 2022 · External reference
Natural forests of the world–a 2020 baseline for deforestation and degradation monitoring
10.1038/s41597-025-06097-z · 2025 · External reference
Improvements in ecosystem services from investments in natural capital
2016 · External reference
A large and persistent carbon sink in the world’s forests
2011 · External reference
Afforestation in China cools local land surface temperature
10.1073/pnas.1315126111 · 2014 · External reference
Assessing the Three-North Shelter Forest Program in China by a novel framework for characterizing vegetation changes
10.1016/j.isprsjprs.2017.10.003 · 2017 · External reference
Recent advances in forest observation with visual interpretation of very high-resolution imagery
10.1007/s10712-019-09533-z · 2019 · External reference
Generation of high temporal resolution fractional forest cover data and its application in accurate time detection of forest loss
10.3390/rs16132387 · 2024 · External reference
Human-climate coupled changes in vegetation community complexity of China since 1980s
10.1029/2021ef002553 · 2022 · External reference
Forest management in southern China generates short term extensive carbon sequestration
10.1038/s41467-019-13798-8 · 2020 · External reference
Regional mapping of plantation extent using multisensor imagery
10.3390/rs8030236 · 2016 · External reference
Impact of the spatio-temporal mismatch between satellite and in situ measurements on validations of surface solar radiation
10.1029/2024jd041007 · 2024 · External reference
Biodiversity benefits of China’s 20-year efforts in forest restoration
2025 · External reference
Will large-scale forestation lead to a soil water deficit crisis in China's drylands?
10.1016/j.scib.2024.03.005 · 2024 · External reference
Evaluating the vegetation growing season changes in the arid region of northwestern China: Y. Wang et al
10.1007/s00704-013-1078-7 · 2014 · External reference
Carbon peak and carbon neutrality in China: goals, implementation path and prospects
2021 · External reference
A global map of forest age for natural and planted forests at a fine spatial resolution of 30 meters
2026 · External reference
Application of multi-source data for mapping plantation based on random forest algorithm in North China
10.3390/rs14194946 · 2022 · External reference
Seasonal transpiration dynamics and water use strategy of a farmland shelterbelt in Gurbantunggut Desert oasis, northwestern China
10.1016/j.agwat.2024.108777 · 2024 · External reference
30 m annual land cover and its dynamics in China from 1990 to 2019
2021 · External reference
Mapping forest type and age in China's plantations
10.1016/j.scitotenv.2020.140790 · 2020 · External reference
Impacts of forest management intensity on carbon accumulation of China’s forest plantations
10.1016/j.foreco.2020.118252 · 2020 · External reference
Land use change and its impact on ecosystem service value in Xinjiang from 2000 to 2020
2023 · External reference
Towards the progress of ecological restoration and economic development in China's Loess Plateau and strategy for more sustainable development
10.1016/j.scitotenv.2020.143676 · 2021 · External reference
Unresolved reference
2016 · External reference
Assessing the effects of China's three-north shelter forest program over 40 years
10.1016/j.scitotenv.2022.159354 · 2023 · External reference
Diversity investigation by application of DNA barcoding: a case study of lepidopteran insects in Xinjiang wild fruit forests, China
10.1002/ece3.8678 · 2022 · External reference
Remote sensing classification and mapping of forest dominant tree species in the three Gorges reservoir area of China based on sample migration and machine learning
10.3390/rs16142547 · 2024 · External reference
Trends, cycles, and spatial distribution of the precipitation, potential evapotranspiration and aridity index in Xinjiang, China
10.3390/w15010062 · 2023 · External reference
Reconstruction of Human-induced forest loss in China during 1900–2000
10.3390/rs15153831 · 2023 · External reference
Assessment of annual composite images obtained by Google Earth Engine for urban areas mapping using random forest
10.3390/rs13040748 · 2021 · External reference
Extraction of long time series wetland information based on Google Earth Engine and random forest algorithm for a plateau lake basin – A case study of Dianchi Lake, Yunnan Province, China
10.1016/j.ecolind.2022.109813 · 2023 · External reference
Deep learning based multi-temporal crop classification
10.1016/j.rse.2018.11.032 · 2019 · External reference
