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Machine Learning Algorithms for Modeling and Mapping of Groundwater Pollution Risk: A Study to Reach Water Security and Sustainable Development (Sdg) Goals in a Mediterranean Aquifer System

Safae Ijlil, Ali Essahlaoui, Meriame Mohajane, Narjisse Essahlaoui, El Mostafa Mili, Anton Van Rompaey
<span title="2022-05-15">2022</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kay2tsbijbawliu45dnhvyvgsq" style="color: black;">Remote Sensing</a> </i> &nbsp;
Based on the results of the ROC curve method, it is indicated that the use of hybrid/ensemble machine learning (ML) models improves the performance of the individual machine learning (ML) algorithms.  ...  The results delineate areas vulnerable to pollution, which require urgent actions and strategies to improve the environmental and social qualities for the local population.  ...  They would also like to acknowledge the Sebou Hydraulic Basin Agency (SHBA) for providing the necessary data for this research.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs14102379">doi:10.3390/rs14102379</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qnqrxhdepbblblklrimsue7yye">fatcat:qnqrxhdepbblblklrimsue7yye</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220516231524/https://mdpi-res.com/d_attachment/remotesensing/remotesensing-14-02379/article_deploy/remotesensing-14-02379.pdf?version=1652614358" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d6/8d/d68d242e232606f08a089d68de2633aa2f322f72.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs14102379"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Bayesian Method for Groundwater Quality Monitoring Network Analysis

Khalil Ammar, Mac McKee, Jagath Kaluarachchi
<span title="">2011</span> <i title="American Society of Civil Engineers (ASCE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/sjnulkjv2ffhvdoabx3wmpxdvi" style="color: black;">Journal of water resources planning and management</a> </i> &nbsp;
This reflects the importance of the RVM as a useful model for improving the efficiency of monitoring systems, both in terms of reducing redundancy and increasing the information content of the collected  ...  This methodology incorporates different aspects of monitoring, including vulnerability/probability assessment, environmental health risk, the value of information, and redundancy reduction.  ...  Bates et al. ͑2003͒ used a special case of Bayesian modeling to make inferences from deterministic models about environmental risk assessment.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1061/(asce)wr.1943-5452.0000043">doi:10.1061/(asce)wr.1943-5452.0000043</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2fhsaswcsbgvljkwu322gtizay">fatcat:2fhsaswcsbgvljkwu322gtizay</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809154810/https://msu.edu/user/h/o/hoehn/web/amm.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1e/65/1e65b16fd57faea124b2c86916570a5632371993.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1061/(asce)wr.1943-5452.0000043"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Geospatial technology in environmental health applications

Fazlay S. Faruque
<span title="2019-06-28">2019</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5izsexugobfqtb55unhfeog4dm" style="color: black;">Environmental Monitoring &amp; Assessment</a> </i> &nbsp;
for supporting the research themes which are reflected in this special issue of EMAS.  ...  I would also like to thank Professor Bruce Wiersma, the Chief Editor of EMAS, for his very timely suggestions.  ...  , asthma, water quality assessment, antimicrobial resistance, and machine learning.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10661-019-7444-x">doi:10.1007/s10661-019-7444-x</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/31254124">pmid:31254124</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3pl6lq2ftzhx3bx2jlkcb7wm2q">fatcat:3pl6lq2ftzhx3bx2jlkcb7wm2q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200311050008/https://link.springer.com/content/pdf/10.1007%2Fs10661-019-7444-x.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/da/43/da4339c465ca37366b0ca963d2baadc9100c8cc5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10661-019-7444-x"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Assessing Nitrate Contamination Risks in Groundwater: A Machine Learning Approach

Muhammad Awais, Bilal Aslam, Ahsen Maqsoom, Umer Khalil, Fahim Ullah, Sheheryar Azam, Muhammad Imran
<span title="2021-10-26">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/smrngspzhzce7dy6ofycrfxbim" style="color: black;">Applied Sciences</a> </i> &nbsp;
Three machine learning (ML) models, i.e., Support Vector Machine (SVM), Multivariate Discriminant Analysis (MDA), and Boosted Regression Trees (BRT), were used to analyze the probability of groundwater  ...  A groundwater vulnerability map was prepared using the DRASTIC model. The nitrate concentration data from a previous study were used to formulate the nitrate contamination map.  ...  Recently, the use of soft computing approaches such as artificial intelligence and several machine learning (ML) techniques have been considerably applied for predicting risks and hazards in environmental  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app112110034">doi:10.3390/app112110034</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lmrxk7ft6bgrhj4yhsdfykkl2q">fatcat:lmrxk7ft6bgrhj4yhsdfykkl2q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211102021025/https://mdpi-res.com/d_attachment/applsci/applsci-11-10034/article_deploy/applsci-11-10034-v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ca/f7/caf7e4d52f440f4fee75953193d5203e26020855.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app112110034"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Smart Water Management for Cities

Kenda Klemen, Rizou Rizou, Nikos Mellios, Dimitris Kofinas, Panagiotis D. Ristos, Matej Senožetnik, Chrysi Laspidou
<span title="2019-04-18">2019</span> <i title="Zenodo"> Zenodo </i> &nbsp;
process-driven models.  ...  The stack is tested in two use cases - Greek island of Skiathos and Slovenian capital Ljubljana, each facing its own challenges related to groundwater.  ...  The authors would like to thank Filip Koprivec and Matej Čerin for their valuable contribution to the development of data-driven methods presented in this paper.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.2646310">doi:10.5281/zenodo.2646310</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xmqbmtbjhvajhmf2glupyevkp4">fatcat:xmqbmtbjhvajhmf2glupyevkp4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201227135021/https://zenodo.org/record/2646311/files/smart-water-management.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c0/62/c062945d0b308c5b8b393b544202c356757b713e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.2646310"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Smart Water Management for Cities

Klemen Kenda, Dimitris Kofinas, Stamatia Rizou, Panagiotis D. Ritsos, Chrysi Laspidou, Nikos Mellios, Matej Senožetnik
<span title="2019-05-27">2019</span> <i title="Zenodo"> Zenodo </i> &nbsp;
process-driven models.  ...  The stack is tested in two use cases - Greek island of Skiathos and Slovenian capital Ljubljana, each facing its own challenges related to groundwater.  ...  The authors would like to thank Filip Koprivec and Matej Čerin for their valuable contribution to the development of data-driven methods presented in this paper.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3233008">doi:10.5281/zenodo.3233008</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ekdhr5wfsfckhaxas6ibrre33i">fatcat:ekdhr5wfsfckhaxas6ibrre33i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201225192213/https://zenodo.org/record/3233009/files/FEED_19_paper_10.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/96/11/9611a77e5db76bc8b040928815c937fa7ab9842e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3233008"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

A Top-Down Meets Bottom-Up Approach for Climate Change Adaptation in Water Resource Systems [chapter]

Manuel Pulido-Velazquez, Patricia Marcos-Garcia, Corentin Girard, Carles Sanchis-Ibor, Francisco Martinez-Capel, Alberto García-Prats, Mar Ortega-Reig, Marta García-Mollá, Jean Daniel Rinaudo
<span title="">2022</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/akhr6inhk5fyhlygvjvi5kiwx4" style="color: black;">Consumption-Based Approaches in International Climate Policy</a> </i> &nbsp;
A framework is developed to integrate inputs from the two main approaches commonly used to plan for adaptation.  ...  of economic efficiency, social acceptability, environmental sustainability, and adaptation robustness.  ...  LUC modeling requires determining the drivers of change and spatial land use allocation applying machine learning techniques to historical observations.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-030-86211-4_18">doi:10.1007/978-3-030-86211-4_18</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/675zvslqmjbnri57tbu4w3vgha">fatcat:675zvslqmjbnri57tbu4w3vgha</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220209131906/http://link.springer.com/content/pdf/10.1007/978-3-030-86211-4_18.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/36/35/3635fff87e9a50047287a17828ec265e68b8c532.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-030-86211-4_18"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

The Applicability of Big Data in Climate Change Research: The Importance of System of Systems Thinking

Viktor Sebestyén, Tímea Czvetkó, János Abonyi
<span title="2021-03-17">2021</span> <i title="Frontiers Media SA"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jd2zpnfbhfdcjmnqcecunt4hou" style="color: black;">Frontiers in Environmental Science</a> </i> &nbsp;
Data and systems science enables a large amount of heterogeneous data to be integrated and simulation models developed, while considering socio-environmental interrelations in parallel.  ...  The aim of this paper is to provide an overview of the interrelationship between data science and climate studies, as well as describes how sustainability climate issues can be managed using the Big Data  ...  The overview outlines present state-of-the-art machine-learning and deep-learning methods used to model and identify application areas.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fenvs.2021.619092">doi:10.3389/fenvs.2021.619092</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/prteol6qpngkzdhbpwc2pzg6qe">fatcat:prteol6qpngkzdhbpwc2pzg6qe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210324082545/https://fjfsdata01prod.blob.core.windows.net/articles/files/619092/pubmed-zip/.versions/1/.package-entries/fenvs-09-619092/fenvs-09-619092.pdf?sv=2018-03-28&amp;sr=b&amp;sig=TZIuhYUa9RSO%2BNwDz5dIIboNlXpLEzEYHbpDAVtqzEs%3D&amp;se=2021-03-24T08%3A26%3A15Z&amp;sp=r&amp;rscd=attachment%3B%20filename%2A%3DUTF-8%27%27fenvs-09-619092.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/78/cc/78cc4d17769c6cfbbf4aaf62751cecfa5231064c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fenvs.2021.619092"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> frontiersin.org </button> </a>

DETERMINATION OF CONTAMINATATED WELLS TO NO3-N: A NOVEL VULNERABILITY ASSESSMENT TOOL

Pijush Samui, Barnali Dixon
<span title="2014-12-31">2014</span> <i title="Journal of Urban and Environmental Engineering"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ekbzwko27zferizpnuts47pzyu" style="color: black;">Journal of Urban and Environmental Engineering</a> </i> &nbsp;
Well water quality data (nitrate-N) from 6,917 wells provided by Florida Department of Environmental Protection (USA) has been used to develop the RVM model.  ...  RVM technique is a Bayesian extension of the Support Vector Machine (SVM). Here, the RVM has been used as a classification tool.  ...  This modeling approach can be used to identify wells with higher potential for vulnerability and the resulting maps can be used to monitor wells with high risk of contamination.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4090/juee.2014.v8n2.243249">doi:10.4090/juee.2014.v8n2.243249</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rdwzpuajm5brrgfgfopu3mxz6q">fatcat:rdwzpuajm5brrgfgfopu3mxz6q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190428000054/http://www.periodicos.ufpb.br/ojs2/index.php/juee/article/download/20261/pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1d/77/1d77b1afbbc6f8210107c9b93d99a48f8c51b0ee.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4090/juee.2014.v8n2.243249"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

A New Normalized Groundwater Age-Based Index for Quantitative Evaluation of the Vulnerability to Seawater Intrusion in Coastal Aquifers: Implications for Management and Risk Assessments

Mohammed Adil Sbai, Abdelkader Larabi, Marwan Fahs, Joanna Doummar
<span title="2021-09-11">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cdphbut2xvdpze2ou6uov4erve" style="color: black;">Water</a> </i> &nbsp;
A novel concept of zero-vulnerability line/surface delineating the coastal area threatened by seawater intrusion has shown to be relevant for optimal management of coastal aquifers and risk assessments  ...  This approach provides a novel way to shift from the concentration space into a vulnerability assessment space to evaluate the threats to coastal aquifers.  ...  We thank the two anonymous reviewers for their positive comments.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/w13182496">doi:10.3390/w13182496</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nomcp3fwmvcbvmqkmso4p44nem">fatcat:nomcp3fwmvcbvmqkmso4p44nem</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210917042728/https://mdpi-res.com/d_attachment/water/water-13-02496/article_deploy/water-13-02496.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/29/b7/29b747c22677a99d4be6962b08627e363400efcc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/w13182496"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Loop Aggregation for Approximate Scientific Computing [chapter]

June Sallou, Alexandre Gauvain, Johann Bourcier, Benoit Combemale, Jean-Raynald de Dreuzy
<span title="">2020</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
This limits the ability to analyse new models for scientists, to support trade-off analysis for decision-makers and to empower the general public towards informed environmental intelligence.  ...  Such requirements prevent any opportunistic model exploration, e.g., exploring various scenarios on environmental models.  ...  It therefore encompasses most machine learning and regression techniques.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-030-50417-5_11">doi:10.1007/978-3-030-50417-5_11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6qekm3mosfe7pgrkrnvhk5ea2q">fatcat:6qekm3mosfe7pgrkrnvhk5ea2q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200721172706/https://link.springer.com/content/pdf/10.1007%2F978-3-030-50417-5_11.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b9/a9/b9a91b75c9af11d4a0ff670b1c0ce1a26d7c8470.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-030-50417-5_11"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Hydrological Modeling in India

Riddhi Singh, Vimal Mishra, Balaji Narasimhan, Subimal Ghosh, Anupma Sharma, Subhasisha Dutta, P P Mujumdar
<span title="2020-02-11">2020</span> <i title="Indian National Science Academy"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jwvalmpmyrg6vku2tgyjjhdqdq" style="color: black;">Proceedings of the Indian National Science Academy</a> </i> &nbsp;
This has enabled a number of studies in the last few years advancing surface and groundwater modeling, process understanding, use of satellite-based or low-cost sensing for model development or improvement  ...  Further research in these directions is expected to continue to enable better decision making for management of water resources.  ...  Besides numerical models, data-based models, such as the artificial neural network (ANN), support vector machine (SVM), genetic programming (GP) and extreme learning machine (ELM), have also been utilized  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.16943/ptinsa/2020/49802">doi:10.16943/ptinsa/2020/49802</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/p6wdhtau2zbivf6pak6s6cljre">fatcat:p6wdhtau2zbivf6pak6s6cljre</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200920115443/https://insa.nic.in/writereaddata/UpLoadedFiles/PINSA/PINSA_2020_Art27.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0e/26/0e260f3fdb7a2ce89d54824f6e80bcf8133a8052.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.16943/ptinsa/2020/49802"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Information-Communication Technologies as an Integrated Water Resources Management (IWRM) Tool for Sustainable Development [chapter]

Charalampos Skoulikaris, Youssef Filali-Meknassi, Alice Aureli, Abou Amani, Blanca Elena Jiménez-Cisneros
<span title="2018-07-25">2018</span> <i title="InTech"> Achievements and Challenges of Integrated River Basin Management </i> &nbsp;
The present work promotes the integration of information-communication technologies (ICTs) in the water resources management field as a state of the art concept that sets the basis for sustainable development  ...  Sustainability is a crucial and at the same time vital approach for satisfying future generations' rights on natural resources.  ...  Indirect methods, such as the coupling of remote sensing data with groundwater models, can be used for the assessment of the infiltration process and the recharge of the aquifers.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/intechopen.74700">doi:10.5772/intechopen.74700</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bi6amgnt7fearnipef5aqhwkgm">fatcat:bi6amgnt7fearnipef5aqhwkgm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190504030154/https://cdn.intechopen.com/pdfs/59624.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6a/ae/6aae1efc92ee4da1062fb9ee39ba558f0d4ba2dc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/intechopen.74700"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Delineating MAR Sites Using GIS-MCDA for Nuweiba Alluvial Fan Aquifer, Sinai, Egypt

Karim Soliman, Osama M. Sallam, Christoph Schüth
<span title="2022-02-05">2022</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cdphbut2xvdpze2ou6uov4erve" style="color: black;">Water</a> </i> &nbsp;
To replenish the groundwater using flash-flood water, a Managed Aquifer Recharge (MAR) system could be installed.  ...  The desalination plant might be vulnerable to malfunctions resulting in a severe drought. In addition, the aquifer type in the fan is coastal.  ...  Acknowledgments: The first author would like to thank Deutsche Akademischer Austauschdienst (DAAD) for awarding him a scholarship to study on a master's program at Technische Universität Darmstadt.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/w14030475">doi:10.3390/w14030475</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vgzrh5m5cvefphgvcxree6jwbu">fatcat:vgzrh5m5cvefphgvcxree6jwbu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220211021840/https://mdpi-res.com/d_attachment/water/water-14-00475/article_deploy/water-14-00475-v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/15/34/153489c0dd7e4507e29e02139e0984756bae388a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/w14030475"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Tree-Based Modeling Methods to Predict Nitrate Exceedances in the Ogallala Aquifer in Texas

Venkatesh Uddameri, Ana Luiza Bessa Silva, Sreeram Singaraju, Ghazal Mohammadi, E. Annette Hernandez
<span title="2020-04-03">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cdphbut2xvdpze2ou6uov4erve" style="color: black;">Water</a> </i> &nbsp;
logistic regression (LR) analysis to assess aquifer vulnerability in the Ogallala Aquifer of Texas.  ...  Overall, tree-based models offer flexible, transparent approaches for mapping nitrate exceedances, identifying underlying mechanisms and prioritizing monitoring activities.  ...  Unlike many other machine learning methods, normalization of data is not needed for tree-based models.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/w12041023">doi:10.3390/w12041023</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/x4sjpp4a7vcnxmijukfxzl7odi">fatcat:x4sjpp4a7vcnxmijukfxzl7odi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200410112814/https://res.mdpi.com/d_attachment/water/water-12-01023/article_deploy/water-12-01023.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/78/99/7899fca330c7a523233a41abd251a7d8dc73fa5b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/w12041023"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>
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