Geng Niu

ORCID: 0000-0001-9815-0717
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About
Contact & Profiles
Research Areas
  • Water resources management and optimization
  • Hydrology and Watershed Management Studies
  • Flood Risk Assessment and Management
  • Water-Energy-Food Nexus Studies
  • Hydrological Forecasting Using AI
  • Groundwater and Isotope Geochemistry
  • Groundwater and Watershed Analysis
  • Fluoride Effects and Removal
  • Geological Modeling and Analysis
  • Sustainability and Ecological Systems Analysis
  • Microbial Metabolic Engineering and Bioproduction
  • Water Treatment and Disinfection
  • Landslides and related hazards
  • Optimization and Mathematical Programming
  • Heavy Metal Exposure and Toxicity
  • Energy Load and Power Forecasting
  • Traffic Prediction and Management Techniques
  • Groundwater flow and contamination studies
  • Soil erosion and sediment transport
  • Soil and Water Nutrient Dynamics
  • Water Systems and Optimization
  • Data Stream Mining Techniques
  • Karst Systems and Hydrogeology
  • Environmental Impact and Sustainability
  • Arsenic contamination and mitigation

China Institute of Water Resources and Hydropower Research
2023-2024

Peking University
2019-2021

Southern University of Science and Technology
2019-2021

University of Illinois Urbana-Champaign
2021

North China Electric Power University
2015-2016

Abstract Due to the fact that strontium (Sr) is not involved in scope of supervision drinking water China, Sr concentration public and its related health risks have been neglected for a long time. In this research, samples were collected from 314 cities across country reveal spatial distribution water. addition, Monte Carlo method (a statistical simulation method) was applied evaluate intake human among different age groups regions. As shown results, range 0.005–3.11 mg/L with mean value...

10.1007/s11356-021-12378-y article EN cc-by Environmental Science and Pollution Research 2021-01-12

Accurate and reliable discharge estimation plays an important role in water resource management as well downstream applications such ecosystem conservation flood control. Recently, data-driven machine learning (ML) techniques showed seemingly insurmountable performance runoff forecasting other geophysical domains, but they still need to be improved terms of reliability interpretability. In this study, focusing on management, we developed ML-based framework applied it the Huitanggou sluice...

10.3390/w15101923 article EN Water 2023-05-19

Reservoirs, as critical nodes in regional water management, play an increasingly important role drought mitigation. This study aims to optimize the drought-limited level reservoir group and propose evaluation method for selecting optimal regulation scheme during periods. The supply module within Water Allocation Simulation (WAS) model was enhanced of group. A comprehensive adaptation index (CAI) developed quantitatively evaluate effectiveness resource under various scenarios. methodology...

10.3390/su16167015 article EN Sustainability 2024-08-15

Abstract In geophysics, crowdsourcing is an emerging nontraditional environmental monitoring approach that supports data acquisition from individual citizens. However, because of the involvement undertrained citizens and imprecise low‐cost sensors, crowdsourced applications suffer different types noises can deteriorate overall accuracy. this study, we propose a machine learning for automatic quality control (CSQC) detects removes noisy inputs in spatially temporally discrete observations...

10.1029/2020wr029121 article EN Water Resources Research 2021-10-20

In this study, an interactive fuzzy-boundary interval programming (IFBIP) method is developed to plan water resources management under uncertain conditions. IFBIP capable of addressing dual uncertainties expressed as intervals, well analyzing the reliability satisfying (or risk violating) various constraints. The then applied Hetao Basin (located in Inner Mongolia, China), one largest irrigation areas and main food-producing region Yellow River Basin, where scarcity a major constraint for...

10.1061/(asce)ir.1943-4774.0001088 article EN Journal of Irrigation and Drainage Engineering 2016-07-13

The uneven distribution of water resources in time and space restricts the development society, which is a universal problem facing world. To improve ability to regulate diversion projects alleviate contradiction between social development, China has decided build network (WNPs). A WNP an integrated supply system that includes multiple sources lines integrates functions supply, delivery, optimal allocation into can many users. An appropriate pricing mechanism key ensuring sustainable...

10.3390/w15173062 article EN Water 2023-08-27

Earth and Space Science Open Archive This preprint has been submitted to is under consideration at Water Resources Research. ESSOAr a venue for early communication or feedback before peer review. Data may be preliminary.Learn more about preprints preprintOpen AccessYou are viewing the latest version by default [v1]Automatic Quality Control of Crowdsourced Rainfall with Multiple Noises: A Machine Learning ApproachAuthorsGengNiuPanYangiDYiZhengXimingCaiHuapengQinSee all authors Geng NiuPeking...

10.1002/essoar.10504725.1 preprint EN cc-by-nc-nd 2020-11-24
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