Search Results - "Mohajane, Meriame"
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Application of remote sensing and machine learning algorithms for forest fire mapping in a Mediterranean area
Published in Ecological indicators (01-10-2021)“…•Five new ensemble models were developed for forest fire susceptibility modeling.•10 conditioning factors were considered in this study.•RF-FR ensemble model…”
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Implementation of data intelligence models coupled with ensemble machine learning for prediction of water quality index
Published in Environmental science and pollution research international (01-11-2020)“…In recent decades, various conventional techniques have been formulated around the world to evaluate the overall water quality (WQ) at particular locations. In…”
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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
Published in Remote sensing (Basel, Switzerland) (01-05-2022)“…Groundwater pollution poses a severe threat and issue to the environment and humanity overall. That is why mitigative strategies are urgently needed. Today,…”
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Application of soft computing to predict water quality in wetland
Published in Environmental science and pollution research international (2021)“…Prediction of water quality is a critical issue because of its significant impact on human and ecosystem health. This research aims to predict water quality…”
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Land Use/Land Cover (LULC) Using Landsat Data Series (MSS, TM, ETM+ and OLI) in Azrou Forest, in the Central Middle Atlas of Morocco
Published in Environments (Basel, Switzerland) (01-12-2018)“…The study of land use/land cover (LULC) has become an increasingly important stage in the development of forest ecosystems strategies. Hence, the main goal of…”
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Flood Susceptibility Mapping Using SAR Data and Machine Learning Algorithms in a Small Watershed in Northwestern Morocco
Published in Remote sensing (Basel, Switzerland) (01-03-2024)“…Flood susceptibility mapping plays a crucial role in flood risk assessment and management. Accurate identification of areas prone to flooding is essential for…”
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Hybrid Machine Learning Approach for Gully Erosion Mapping Susceptibility at a Watershed Scale
Published in ISPRS international journal of geo-information (01-07-2022)“…Gully erosion is a serious threat to the state of ecosystems all around the world. As a result, safeguarding the soil for our own benefit and from our own…”
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Sentinel‐1 remote sensing data and Hydrologic Engineering Centres River Analysis System two‐dimensional integration for flash flood detection and modelling in New Cairo City, Egypt
Published in Journal of flood risk management (01-06-2021)“…Digital surface models, land use and rainfall data were used to simulate water areas using Hydrologic Engineering Centres River Analysis System (HEC‐RAS)…”
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Gully erosion mapping susceptibility in a Mediterranean environment: A hybrid decision-making model
Published in International Soil and Water Conservation Research (01-06-2024)“…Gully erosion is one of the main natural hazards, especially in arid and semi-arid regions, destroying ecosystem service and human well-being. Thus, gully…”
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Mapping Forest Species in the Central Middle Atlas of Morocco (Azrou Forest) through Remote Sensing Techniques
Published in ISPRS international journal of geo-information (01-09-2017)“…The studies of forest ecosystems from remotely-sensed data are of great interest to researchers because of ecosystem services provided by this ecosystem,…”
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Assessing Regional Scale Water Balances through Remote Sensing Techniques: A Case Study of Boufakrane River Watershed, Meknes Region, Morocco
Published in Water (Basel) (01-02-2020)“…This paper aims to develop a method to assess regional water balances using remote sensing techniques. The Boufakrane river watershed in Meknes Region…”
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Environmental impacts of the billion tree Tsunami project in Khyber Pakhtunkhwa on the dynamics of Agro-Meteorological Droughts
Published in Journal of hydrology (Amsterdam) (01-12-2024)“…•A new agro-meteorological drought index (AMDI) is proposed at a local scale.•Precipitation, ET and RH demonstrated increasing seasonal trends with…”
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Mass movement susceptibility prediction and infrastructural risk assessment (IRA) using GIS-based Meta classification algorithms
Published in Applied soft computing (01-09-2023)“…In mountainous areas, mass movements are among the most dangerous natural hazards. Infrastructure is a crucial component and is thought of as human wealth…”
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DEWS: A QGIS tool pack for the automatic selection of reference rain gauges for landslide-triggering rainfall thresholds
Published in Environmental modelling & software : with environment data news (01-04-2023)“…Several studies on empirical rainfall thresholds for landslide occurrence depend on the measurements of nearest rain gauges to the landslides, without taking…”
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Generation of climate change scenarios for rainfall and temperature using SDSM in a Mediterranean environment: a case study of Boufakrane river watershed, Morocco
Published in Journal of Umm Al-Qura University for Applied Sciences (01-12-2023)“…Climate change is the global phenomenon of climate transformation characterized by changes in the planet’s habitual climate. The main objective of this work is…”
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Modeling and mapping of soil salinity in Tafilalet plain (Morocco)
Published in Arabian journal of geosciences (2019)“…The Tafilalet plain in Morocco is a very rich ecosystem. It presents enormous ecological and natural values, such as groundwater and agricultural soil;…”
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