Research Explorer

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Researcher

Wenqiang Zhang

Awards & Distinctions

12 Results

2024

Changes in carbon fluxes and driving mechanisms in terrestrial ecosystems based on meteorological stations

Wenqiang ZhangPiet TermoniaRafiq HamdiPhilippe De MaeyerGeping Luo

Machine learning-based investigation of forest evapotranspiration, net ecosystem productivity, water use efficiency and their climate controls at meteorological station level

Haiyang ShiYu ZhangGeping LuoOlaf HellwichWenqiang ZhangMingjuan XieRuixiang GaoAlishir KurbanPhilippe De MaeyerTim Van de Voorde

A1 Journal Article in JOURNAL OF HYDROLOGY

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

Quantitative evaluation of the impact of band optimization methods on the accuracy of the hyperspectral metal element inversion models

Xiumei MaJinlin WangKefa ZhouWenqiang ZhangZhixin ZhangShuguang ZhouYong BaiPhilippe De MaeyerTim Van de Voorde

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

The increasing rate of net carbon uptake in Eurasia has been declining since the early 2000s

Mingjuan XieGeping LuoAmaury FranklKwinten Van WeverbergYuanyuan HuangXiaofei MaYuangang WangChaofan LiXiuliang YuanOlaf Hellwich et al.

A1 Journal Article in SCIENCE OF THE TOTAL ENVIRONMENT

2023

Can gross Primary Productivity Products be effectively evaluated in regions with few observation data?

Wenqiang ZhangGeping LuoRafiq HamdiXiumei MaYuzhen LiXiuliang YuanChaofan LiQing LingOlaf HellwichPiet Termonia et al.

A1 Journal Article in GISCIENCE & REMOTE SENSING

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

Monitoring of carbon-water fluxes at Eurasian meteorological stations using random forest and remote sensing

Mingjuan XieXiaofei MaYuangang WangChaofan LiHaiyang ShiXiuliang YuanOlaf HellwichChunbo ChenWenqiang ZhangChen Zhang et al.

A1 Journal Article in SCIENTIFIC DATA

New data‐driven method for estimation of net ecosystem carbon exchange at meteorological stations effectively increases the global carbon flux data

Wenqiang ZhangGeping LuoXiuliang YuanChaofan LiMingjuan XieYuangang WangXiaofei MaHaiyang ShiRafiq HamdiOlaf Hellwich et al.

A1 Journal Article in METHODS IN ECOLOGY AND EVOLUTION

2022

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

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

2021

Simulation of site-scale water fluxes in desert and natural oasis ecosystems of the arid region in Northwest China

Mingjuan XieGeping LuoOlaf HellwichAmaury FranklWenqiang ZhangChunbo ChenChen ZhangPhilippe De Maeyer

A1 Journal Article in HYDROLOGICAL PROCESSES