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20243
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Assessing rainfall-runoff models for climate change: simple and differential split-sample tests for conceptual and artificial intelligence modelsNARA Subscribed
Hydrological Sciences Journal · 2024 · Vol. 69 · Issue 7 · Taylor & Francis
Nazanin Behfar; Martijn J. Booij; Vahid Nourani
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Spatiotemporal assessment of groundwater quality and quantity using geostatistical and ensemble artificial intelligence toolsNARA Subscribed
Journal of Environmental Management · 2024 · Vol. 355 · Academic Press
Vahid Nourani; Amirreza Ghaffari; Nazanin Behfar; Ehsan Foroumandi; Ali Zeinali; Chang-Qing Ke; Adarsh Sankaran
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Drought index downscaling using AI-based ensemble technique and satellite dataNARA Subscribed
Theoretical and Applied Climatology · 2024 · Vol. 155 · Issue 3 · Springer
Nazanin Behfar; Elnaz Sharghi; Vahid Nourani; Martijn J. Booij
This study introduces and validates an artificial intelligence (AI)–based downscaling method for Standardized Precipitation Indices (SPI) in the northwest of Iran, utilizing PERSSIAN-CDR data and MODIS-derived drought-dependent variables. The correlation between SPI and two drought-dependent variables at a spatial resolution of 0.25° from 2000 to 2015 served as the basis for predicting SPI values at a finer spatial resolution...
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