The Impact of Landscape Characteristics on Groundwater Dissolved Organic Nitrogen: Insights From Machine Learning Methods and Sensitivity Analysis
出版年份 2018 全文链接
标题
The Impact of Landscape Characteristics on Groundwater Dissolved Organic Nitrogen: Insights From Machine Learning Methods and Sensitivity Analysis
作者
关键词
-
出版物
WATER RESOURCES RESEARCH
Volume -, Issue -, Pages -
出版商
American Geophysical Union (AGU)
发表日期
2018-06-29
DOI
10.1029/2017wr021749
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Transport and potential attenuation of nitrogen in shallow groundwaters in the lower Rangitikei catchment, New Zealand
- (2017) S. Collins et al. JOURNAL OF CONTAMINANT HYDROLOGY
- Application of GIS-based data driven random forest and maximum entropy models for groundwater potential mapping: A case study at Mehran Region, Iran
- (2016) Omid Rahmati et al. CATENA
- The methods of extracting the contribution of variables in artificial neural network models – Comparison of inherent instability
- (2016) Katarzyna Pentoś COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Impact of agriculture and land use on nitrate contamination in groundwater and running waters in central-west Poland
- (2016) Agnieszka Ewa Lawniczak et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Random forest in remote sensing: A review of applications and future directions
- (2016) Mariana Belgiu et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- An overview of methods to evaluate uncertainty of deterministic models in decision support
- (2015) Laura Uusitalo et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Urbanization changes the composition and bioavailability of dissolved organic matter in headwater streams
- (2015) Thomas B. Parr et al. LIMNOLOGY AND OCEANOGRAPHY
- Physically based modeling in catchment hydrology at 50: Survey and outlook
- (2015) Claudio Paniconi et al. WATER RESOURCES RESEARCH
- Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions
- (2014) H.R. Maier et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Geospatial and geostatistical approach for groundwater potential zone delineation
- (2014) Javed Mallick et al. HYDROLOGICAL PROCESSES
- Predictive modeling of groundwater nitrate pollution using Random Forest and multisource variables related to intrinsic and specific vulnerability: A case study in an agricultural setting (Southern Spain)
- (2014) Victor Rodriguez-Galiano et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Machine learning and linear regression models to predict catchment-level base cation weathering rates across the southern Appalachian Mountain region, USA
- (2014) Nicholas A. Povak et al. WATER RESOURCES RESEARCH
- Nitrate in groundwater of China: Sources and driving forces
- (2013) Baojing Gu et al. GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS
- Competition between roots and microorganisms for nitrogen: mechanisms and ecological relevance
- (2013) Yakov Kuzyakov et al. NEW PHYTOLOGIST
- Assessing the Impacts of Four Land Use Types on the Water Quality of Wetlands in Japan
- (2013) Azam Haidary et al. WATER RESOURCES MANAGEMENT
- Incorporating land-use changes and surface–groundwater interactions in a simple catchment water yield model
- (2012) M. Gilfedder et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Evaluating nutrient impacts in urban watersheds: Challenges and research opportunities
- (2012) Richard O. Carey et al. ENVIRONMENTAL POLLUTION
- A classification tree approach to identify key factors of transit service quality
- (2012) Juan de Oña et al. EXPERT SYSTEMS WITH APPLICATIONS
- Using sensitivity analysis and visualization techniques to open black box data mining models
- (2012) Paulo Cortez et al. INFORMATION SCIENCES
- Random Forests as a tool for estimating uncertainty at pixel-level in SAR image classification
- (2012) Lien Loosvelt et al. International Journal of Applied Earth Observation and Geoinformation
- N leaching to groundwater from dairy production involving grazing over the winter on a clay-loam soil
- (2012) M. Necpalova et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Evolution of nutrient export under urban development in areas affected by shallow watertable
- (2012) Olga V. Barron et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Factors controlling dissolved organic carbon (DOC), dissolved organic nitrogen (DON) and DOC/DON ratio in arable soils based on a dataset from Hungary
- (2011) Tibor Filep et al. GEODERMA
- Daily river water temperature forecast model with a k-nearest neighbour approach
- (2011) André St-Hilaire et al. HYDROLOGICAL PROCESSES
- Comparison of multiple linear and nonlinear regression, autoregressive integrated moving average, artificial neural network, and wavelet artificial neural network methods for urban water demand forecasting in Montreal, Canada
- (2011) Jan Adamowski et al. WATER RESOURCES RESEARCH
- The effects of land use change and irrigation water resource on nitrate contamination in shallow groundwater at county scale
- (2010) Shufeng Chen et al. Ecological Complexity
- Characterizing an unknown pollution source in groundwater resources systems using PSVM and PNN
- (2010) Seyyed Nasser Bashi-Azghadi et al. EXPERT SYSTEMS WITH APPLICATIONS
- A comparative study of artificial neural networks and support vector machines for predicting groundwater levels in a coastal aquifer
- (2010) Heesung Yoon et al. JOURNAL OF HYDROLOGY
- First and second order sensitivity analysis of MLP
- (2010) I-Cheng Yeh et al. NEUROCOMPUTING
- Management Option Rank Equivalence (MORE) – A new method of sensitivity analysis for decision-making
- (2009) J.K. Ravalico et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Comparison between M5′ model tree and neural networks for prediction of significant wave height in Lake Superior
- (2009) A. Etemad-Shahidi et al. OCEAN ENGINEERING
- Sensitivity analysis for decision-making using the MORE method—A Pareto approach
- (2009) Jakin K. Ravalico et al. RELIABILITY ENGINEERING & SYSTEM SAFETY
- A novel method to estimate model uncertainty using machine learning techniques
- (2009) Dimitri P. Solomatine et al. WATER RESOURCES RESEARCH
- Regional low-flow frequency analysis using single and ensemble artificial neural networks
- (2009) T. B. M. J. Ouarda et al. WATER RESOURCES RESEARCH
- Bioavailability and composition of dissolved organic carbon and nitrogen in a near coastal catchment of south-western Australia
- (2008) Kevin C. Petrone et al. BIOGEOCHEMISTRY
- NITROGEN LIMITATION OF NET PRIMARY PRODUCTIVITY IN TERRESTRIAL ECOSYSTEMS IS GLOBALLY DISTRIBUTED
- (2008) David S. LeBauer et al. ECOLOGY
- Nonlinear Support Vector Machine Visualization for Risk Factor Analysis Using Nomograms and Localized Radial Basis Function Kernels
- (2008) Baek Hwan Cho et al. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
- Distribution of Dissolved Inorganic and Organic Nitrogen in River Water and Groundwater in an Agriculturally-Dominated Catchment, South-East Spain
- (2008) Miguel Lorite-Herrera et al. WATER AIR AND SOIL POLLUTION
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started