Research Explorer

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Researcher

Tim Van de Voorde

Awards & Distinctions

82 Results

2024

Assessment of cultural ecosystem services of urban green spaces in Beijing, China

Xueying TuVeerle Van EetveldeTim Van de Voorde

Ecological restoration trajectory of the Taitema Lake wetland in arid northwest China : a 36-year wetland health assessment using Landsat time series data

Jiudan ZhangJunli LiAnming BaoAmaury FranklHaoyu WangJie BaiZhanfeng ShenLonghui LiPhilippe De MaeyerTim Van de Voorde

A1 Journal Article in ECOLOGICAL INDICATORS

Ecological security warning in Central Asia : integrating ecosystem services protection under SSPs-RCPs scenarios

Jiangyue LiXi ChenPhilippe De MaeyerTim Van de VoordeYaoming Li

A1 Journal Article in SCIENCE OF THE TOTAL ENVIRONMENT

Effect of soil moisture on vegetation gross primary productivity in dryland Central Asia

Tao YuTim Van de VoordePhilippe De MaeyerGuli Jiapaer

From forest monitoring to cultural heritage : reanalyzing LiDAR data with deep learning to map ancient structures in Yucatan, Mexico

Rune Van SeverenJana AmeyeMario HernandezTim Van de Voorde

Individual Populus euphratica tree detection in sparse desert forests based on constrained 2-D bin packing

Haoyu WangJunli LiTim Van de VoordeChenghu ZhouPhilippe De MaeyerYubo MaZhanfeng Shen

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Launch of the GeoAI Research Center

Nico Van de WegheHaosheng HuangTim Van de VoordeJana VerdoodtLars De Sloover

Article in a magazine

New data-driven estimation of metal element in rocks using a hyperspectral data and geochemical data

Xiumei MaJinlin WangKefa ZhouWenqiang ZhangZhixing ZhangPhilippe De MaeyerTim Van de Voorde

A1 Journal Article in ORE GEOLOGY REVIEWS

Research note : linking sensory perceptions with landscape elements through a combined approach based on prior knowledge and machine learning

Tianchen ZhengQuan PANXucai ZhangChenxing WangYan YanTim Van de Voorde

A1 Journal Article in LANDSCAPE AND URBAN PLANNING

Spectral data-driven modelling of geochemical elements applied to the Eastern Tianshan Cu-Ni mining area

Xiumei MaPhilippe De MaeyerTim Van de VoordeKefa Zhou

2023

Are social media data and survey data consistent in measuring park visitation, park satisfaction, and their influencing factors? A case study in Shanghai

Songyao HuaiSong LiuTianchen ZhengTim Van de Voorde

A1 Journal Article in URBAN FORESTRY & URBAN GREENING

Comparing the use of all data or specific subsets for training machine learning models in hydrology : a case study of evapotranspiration prediction

Haiyang ShiGeping LuoOlaf HellwichXiufeng HeMingjuan XieWenqiang ZhangFriday U. OchegeQing LingYu ZhangRuixiang Gao et al.

A1 Journal Article in JOURNAL OF HYDROLOGY

Evaluating surface soil moisture characteristics and the performance of remote sensing and analytical products in Central Asia

Tao YuGuli JiapaerAnming BaoJunfeng ZhangHaiyang TuBojian ChenPhilippe De MaeyerTim Van de Voorde

A1 Journal Article in JOURNAL OF HYDROLOGY

Global dryland aridity changes indicated by atmospheric, hydrological, and vegetation observations at meteorological stations

Haiyang ShiGeping LuoOlaf HellwichXiufeng HeAlishir KurbanPhilippe De MaeyerTim Van de Voorde

A1 Journal Article in HYDROLOGY AND EARTH SYSTEM SCIENCES

Heavy metal pollution assessment using big data technology in mining areas in Xinjiang

Yinyi ChengPhilippe De MaeyerTim Van de VoordeKefa Zhou

Interannual and seasonal relationships between photosynthesis and summer soil moisture in the Ili River basin, Xinjiang, 2000–2018

Tao YuGuli JiapaerGang LongXu LiJingyu JingYing LiuPhilippe De MaeyerTim Van de Voorde

A1 Journal Article in SCIENCE OF THE TOTAL ENVIRONMENT

Machine learning-based prediction of sand and dust storm sources in arid Central Asia

Wei WangAlim SamatJilili AbuduwailiPhilippe De MaeyerTim Van de Voorde

A1 Journal Article in INTERNATIONAL JOURNAL OF DIGITAL EARTH

Mapping center pivot irrigation systems in global arid regions using instance segmentation and analyzing their spatial relationship with freshwater resources

Fen ChenHaojie Zhao[missing] Dar RobertsTim Van de VoordeOkke BatelaanTao FanWenbo Xu

A1 Journal Article in REMOTE SENSING OF ENVIRONMENT

Modeling the effects of improved irrigation methods in a groundwater system : a case study from the Amu Darya Delta, Uzbekistan

Xiaohui PanWeishi WangTie LiuAnming BaoXi ChenShamshodbek AkmalovPhilippe De MaeyerTim Van de Voorde

A1 Journal Article in JOURNAL OF HYDROLOGY

Monitoring surface water area changes in the Aral Sea Basin using the Google Earth Engine cloud platform

Shuangyan HuangXi ChenXiaoting MaHui FangTie LiuAlishir KurbanJianan GuoPhilippe De MaeyerTim Van de Voorde

A1 Journal Article in WATER

Recent impacts of water management on dryland's salinization and degradation neutralization

Haiyang ShiGeping LuoEdwin H. SutanudjajaOlaf HellwichXi ChenJianli DingShixin WuXiufeng HeChunbo ChenFriday U. Ochege et al.

A1 Journal Article in SCIENCE BULLETIN

Research on dryland ecosystem services in Central Asia under future SSPs-RCPs scenarios

Jiangyue LiPhilippe De MaeyerTim Van de VoordeChi Zhang

Revisiting and attributing the global controls over terrestrial ecosystem functions of climate and plant traits at FLUXNET sites via causal graphicalmodels

Haiyang ShiGeping LuoOlaf HellwichAlishir KurbanPhilippe De MaeyerTim Van de Voorde

A1 Journal Article in BIOGEOSCIENCES

Sand and dust storms identification and risk mapping in arid Central Asia

Wei WangTim Van de VoordePhilippe De MaeyerJilili Abuduwaili

Study of the Land-use and Land-cover change in the Aral Sea basin and its impacts on the Aral Sea shrinking

Shuangyan HuangTim Van de VoordeXi ChenPhilippe De Maeyer

The application and validation of social media data in landscape planning and urban planning

Songyao HuaiTim Van de VoordeHaosheng Huang

The response of groundwater levels to climate change and anthropogenic activities in arid regions : a case study in the Amu Darya Delta

Xiaohui PanTim Van de VoordePhilippe De MaeyerLiu Tie

2022

A framework for big Earth observation data using horizontal scaling strategy

Yinyi ChengKefa ZhouJinlin WangShichao CuiJining YanPhilippe De MaeyerTim Van de Voorde

A1 Journal Article in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS

A global meta-analysis of soil salinity prediction integrating satellite remote sensing, soil sampling, and machine learning

Haiyang ShiOlaf HellwichGeping LuoChunbo ChenHuili HeFriday Uchenna OchegeTim Van de VoordeAlishir KurbanPhilippe De Maeyer

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A novel hybrid sand and dust storm detection method using MODIS data on GEE platform

Wei WangAlim SamatJilili AbuduwailiYongxiao GePhilippe De MaeyerTim Van de Voorde

A1 Journal Article in EUROPEAN JOURNAL OF REMOTE SENSING

Automatic identification of sand and dust storm sources based on wind vector and Google Earth Engine

Wei WangAlim SamatJilili AbuduwailiChen WangPhilippe De MaeyerTim Van de Voorde

A1 Journal Article in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS

Evaluation of water flux predictive models developed using eddy-covariance observations and machine learning : a meta-analysis

Haiyang ShiGeping LuoOlaf HellwichMingjuan XieChen ZhangYu ZhangYuangang WangXiuliang YuanXiaofei MaWenqiang Zhang et al.

A1 Journal Article in HYDROLOGY AND EARTH SYSTEM SCIENCES

Impacts of climate change and evapotranspiration on shrinkage of Aral Sea

Shuangyan HuangXi ChenCun ChangTie LiuYue HuangChanjuan ZanXiaoting MaPhilippe De MaeyerTim Van de Voorde

A1 Journal Article in SCIENCE OF THE TOTAL ENVIRONMENT

Integrated modeling to assess the impact of climate change on the groundwater and surface water in the South Aral Sea area

Xiaohui PanWeishi WangTie LiuShamshodbek AkmalovPhilippe De MaeyerTim Van de Voorde

A1 Journal Article in JOURNAL OF HYDROLOGY

Precipitation dominates the distribution of species richness on the Kunlun-Pamir Plateau

Xiaoran HuangAnming BaoJunfeng ZhangYuanyuan TaoGuoxiong ZhengYe YuanTing WangVincent NzabarindaPhilippe De MaeyerTim Van de Voorde

A1 Journal Article in REMOTE SENSING

Proceso & utilizacion de datos lidar y de los satelites Pléiades : un manual de apoyo para arqueologos

Jana AmeyeMario HernandezTim Van de Voorde

Regional metal pollution risk assessment based on a big data framework : a case study of the eastern Tianshan mining area, China

Yinyi ChengKefa ZhouJinlin WangShichao CuiJining YanPhilippe De MaeyerTim Van de Voorde

A1 Journal Article in ECOLOGICAL INDICATORS

Regional metal pollution risk assessment based on a long short-term memory model : a case study of the South Altai Mountain mining area, China

Yinyi ChengKefa ZhouJinlin WangShichao CuiJining YanPhilippe De MaeyerTim Van de Voorde

A1 Journal Article in JOURNAL OF CLEANER PRODUCTION

Temporal characterization of sand and dust storm activity and its climatic and terrestrial drivers in the Aral Sea region

Wei WangAlim SamatJilili AbuduwailiYongxiao GePhilippe De MaeyerTim Van de Voorde

A1 Journal Article in ATMOSPHERIC RESEARCH

Using social media photos and computer vision to assess cultural ecosystem services and landscape features in urban parks

Songyao HuaiFen ChenSong LiuFrank CantersTim Van de Voorde

A1 Journal Article in ECOSYSTEM SERVICES

Variability and uncertainty in flux-site-scale net ecosystem exchange simulations based on machine learning and remote sensing : a systematic evaluation

Haiyang ShiGeping LuoOlaf HellwichMingjuan XieChen ZhangYu ZhangYuangang WangXiuliang YuanXiaofei MaWenqiang Zhang et al.

A1 Journal Article in BIOGEOSCIENCES

Water resources utilization and soil salinization in the Aral Sea Basin

Haiyang ShiPhilippe De MaeyerGeping LuoPiet TermoniaTim Van de Voorde

Which environmental features contribute to positive and negative perceptions of urban parks? A cross-cultural comparison using online reviews and Natural Language Processing methods

Songyao HuaiTim Van de Voorde

A1 Journal Article in LANDSCAPE AND URBAN PLANNING

2021

A comprehensive study of geochemical data storage performance based on different management methods

Yinyi ChengKefa ZhouJinlin WangPhilippe De MaeyerTim Van de VoordeJining YanShichao Cui

A1 Journal Article in REMOTE SENSING

A global horizon scan of the future impacts of robotics and autonomous systems on urban ecosystems

Mark A. GoddardZoe G. DaviesSolene GuenatMark J. FergusonJessica C. FisherAdeniran AkanniTeija AhjokoskiPippin M. L. AndersonFabio AngeolettoConstantinos Antoniou et al.

A1 Journal Article in NATURE ECOLOGY & EVOLUTION

A novel causal structure-based framework for comparing a basin-wide water-energy-food-ecology nexus applied to the data-limited Amu Darya and Syr Darya river basins

Haiyang ShiGeping LuoHongwei ZhengChunbo ChenOlaf HellwichJie BaiTie LiuShuang LiuJie XuePeng Cai et al.

A1 Journal Article in HYDROLOGY AND EARTH SYSTEM SCIENCES

An extreme rainfall event in summer 2018 of Hami city in eastern Xinjiang, China

Shan ZouDuan Wei-LiNikolaos CHRISTIDISDaniel NoverAbuduwaili JililiPhilippe De MaeyerTim Van de Voorde

A1 Journal Article in ADVANCES IN CLIMATE CHANGE RESEARCH

Analysis of the impacts of environmental factors on rat hole density in the northern slope of the Tienshan Mountains with satellite remote sensing data

Haiyang ShiQun PanGeping LuoOlaf HellwichChunbo ChenTim Van de VoordeAlishir KurbanPhilippe De MaeyerShixin Wu

A1 Journal Article in REMOTE SENSING

Attribution of changes in the trend and temporal non-uniformity of extreme precipitation events in Central Asia

Shan ZouJilili AbuduwailiWeili DuanJianli DingPhilippe De MaeyerTim Van de VoordeLong Ma

A1 Journal Article in SCIENTIFIC REPORTS

Automatic detection of burial mounds (kurgans) in the Altai Mountains

Fen ChenRui ZhouTim Van de VoordeXingzhuang ChenJean BourgeoisWouter GheyleRudi GoossensJian YangWenbo Xu

A1 Journal Article in ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Coupled SSPs-RCPs scenarios to project the future dynamic variations of water-soil-carbon-biodiversity services in Central Asia

Jiangyue LiXi ChenAlishir KurbanTim Van de VoordePhilippe De MaeyerChi Zhang

A1 Journal Article in ECOLOGICAL INDICATORS

Detection of ground materials using normalized difference indices with a threshold : risk and ways to improve

Fen ChenTim Van de VoordeDar RobertsHaojie ZhaoJingbo Chen

A1 Journal Article in REMOTE SENSING

Estimation of photosynthetic and non-photosynthetic vegetation coverage in the lower reaches of Tarim River based on sentinel-2A data

Zengkun GuoAlishir KurbanAbdimijit AblekimShupu WuTim Van de VoordeHossein AzadiPhilippe De MaeyerEdovia Dufatanye Umwali

A1 Journal Article in REMOTE SENSING

Identification of conservation priorities in the major basins of Central Asia : using an integrated GIS-based ordered weighted averaging approach

Jiangyue LiXi ChenAlishir KurbanTim Van de VoordePhilippe De MaeyerChi Zhang

A1 Journal Article in JOURNAL OF ENVIRONMENTAL MANAGEMENT

Research on water resources change under climate change and human activities in Syr Darya River Basin, Central Asia

Shan ZouPhilippe De MaeyerTim Van de VoordeJilili Abuduwaili

Spatiotemporal variation of agroecosystem service trade-offs and its driving factors across different climate zones

Qiu MenglongTim Van de VoordeTao LiChengcheng YuanGuanyi Yin

A1 Journal Article in ECOLOGICAL INDICATORS

2020

A GIS-based multi-criteria analysis on cropland suitability in Bornuur Soum, Mongolia

Enkhjargal NatsagdorjT. RenchinPhilippe De MaeyerRudi GoossensTim Van de VoordeB. Darkhijav

A GIS-based multi-criteria analysis on cropland suitability in Bornuur soum, Mongolia

Enkhjargal NatsagdorjT. RenchinPhilippe De MaeyerRudi GoossensTim Van de VoordeB. Darkhijav

Airplane recognition from remote sensing images with deep convolutional neural network

Fen ChenRuilong RenWenbo XuTim Van de Voorde

Description and attribution analysis of the 2017 spring anomalous high temperature causing floods in Kazakhstan

Shan ZouJilili AbuduwailiJianli DingWeili DuanPhilippe De MaeyerTim Van de Voorde

A1 Journal Article in JOURNAL OF THE METEOROLOGICAL SOCIETY OF JAPAN

Open water detection in urban environments using high spatial resolution remote sensing imagery

Fen ChenXingzhuang ChenTim Van de VoordeDar RobertsHuajun JiangWenbo Xu

A1 Journal Article in REMOTE SENSING OF ENVIRONMENT

Urban land cover mapping from airborne hyperspectral imagery using a fast jointly sparse spectral mixture analysis method

Fen ChenSijia LuPeng ZhaoTim Van de VoordeWenbo Xu

A1 Journal Article in CANADIAN JOURNAL OF REMOTE SENSING

2019

Human and natural impacts on the water resources in the Syr Darya River Basin, Central Asia

Shan ZouAbuduwaili JililiWeili DuanPhilippe De MaeyerTim Van de Voorde

A1 Journal Article in SUSTAINABILITY

2018

Fast automatic airport detection in remote sensing images using convolutional neural networks

Fen ChenRuilong RenTim Van de VoordeWenbo XuGuiyun ZhouYan Zhou

A1 Journal Article in REMOTE SENSING

Land cover mapping in urban environments using hyperspectral APEX data : a study case in Baden, Switzerland

Fen ChenHuajun JiangTim Van de VoordeSijia LuWenbo XuYan Zhou

A1 Journal Article in INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

2017

Mapping urban land cover from high spatial resolution hyperspectral data : an approach based on simultaneously unmixing similar pixels with jointly sparse spectral mixture analysis

Fen ChenKe WangTim Van de VoordeTing Feng Tang

A1 Journal Article in REMOTE SENSING OF ENVIRONMENT

Spatially explicit urban green indicators for characterizing vegetation cover and public green space proximity : a case study on Brussels, Belgium

Tim Van de Voorde

A1 Journal Article in INTERNATIONAL JOURNAL OF DIGITAL EARTH

2016

Projecting alternative urban growth patterns : the development and application of a remote sensing assisted calibration framework for the Greater Dublin Area

Tim Van de VoordeJohannes van der KwastLien PoelmansFrank CantersMarc BinardYves CornetGuy EngelenInge UljeeHarutyun ShahumyanBrendan Williams et al.

A1 Journal Article in ECOLOGICAL INDICATORS

2014

Quantifying uncertainty in remote sensing-based urban land-use mapping

Kasper CockxTim Van de VoordeFrank Canters

A1 Journal Article in INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

2013

Assessing urbanisation effects on rainfall-runoff using a remote sensing supported modelling strategy

B VerbeirenTim Van de VoordeF CantersM BinardY CornetO Batelaan

A1 Journal Article in INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

2012

Evaluation of the DisTrad thermal sharpening methodology for urban areas

Wiesam EssaBoud VerbeirenJohannes van der KwastTim Van de VoordeOkke Batelaan

A1 Journal Article in INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

Impact of remotely sensed land-cover proportions on urban runoff prediction

Tomasz BerezowskiJaroslaw ChormanskiOkke BatelaanFrank CantersTim Van de Voorde

A1 Journal Article in INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

Multiple endmember unmixing of CHRIS/Proba imagery for mapping impervious surfaces in urban and suburban environments

Luca DemarchiFrank CantersJonathan Cheung-Wai ChanTim Van de Voorde

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

2011

Inferring urban land use using the optimised spatial reclassification kernel

Johannes van der KwastTim Van de VoordeFrank CantersInge UljeeStijn Van LooyGuy Engelen

A1 Journal Article in ENVIRONMENTAL MODELLING & SOFTWARE

Mapping form and function in urban areas : an approach based on urban metrics and continuous impervious surface data

Tim Van de VoordeWolfgang JacquetFrank Canters

A1 Journal Article in LANDSCAPE AND URBAN PLANNING

Preliminary results of superresolution-enhanced angular hyperspectral (CHRIS/Proba) images for land-cover classification

Jonathan Cheung-Wai ChanJianglin MaTim Van de VoordeFrank Canters

A1 Journal Article in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS

2009

A comparison of two spectral mixture modelling approaches for impervious surface mapping in urban areas

Tim Van de VoordeT De RoeckF Canters

A1 Journal Article in INTERNATIONAL JOURNAL OF REMOTE SENSING

Full hierarchic versus non-hierarchic classification approaches for mapping sealed surfaces at the rural-urban fringe using high-resolution satellite data

Tim De RoeckTim Van de VoordeFrank Canters

A1 Journal Article in SENSORS

2008

Comparing different approaches for mapping urban vegetation cover from Landsat ETM+ data : a case study on Brussels

Tim Van de VoordeJeroen VlaeminckFrank Canters

A1 Journal Article in SENSORS

Improving distributed runoff prediction in urbanized catchments with remote sensing based estimates of impervious surface cover

Jaroslaw ChormanskiTim Van de VoordeTim De RoeckOkke BatelaanFrank Canters

A1 Journal Article in SENSORS

2007

Improving pixel-based VHR land-cover classifications of urban areas with post-classification techniques

Tim Van de VoordeWilliam De GenstFrank Canters

A1 Journal Article in PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Measuring and modeling urban dynamics : impact on quality of life and hydrology: objectives and methodology

Frank CantersTim Van de VoordeRudi GoossensDennis DevriendtFrederik TackOkke BattelaanJef DamsGuy EngelenYves CornetMarc Binard et al.