Clustering and assessment of precipitation climates using satellite precipitation products and improved machine learning precipitation models
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Title
Clustering and assessment of precipitation climates using satellite precipitation products and improved machine learning precipitation models
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Journal
INTERNATIONAL JOURNAL OF CLIMATOLOGY
Volume -, Issue -, Pages -
Publisher
Wiley
Online
2023-10-31
DOI
10.1002/joc.8294
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- (2022) Reza Nosratpour et al. Geocarto International
- Evaluation of the accuracy of seven gridded satellite precipitation products over the Godavari River basin, India
- (2022) N. M. Reddy et al. International Journal of Environmental Science and Technology
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- (2022) Ali Ümran Kömüşcü et al. Journal of Water and Climate Change
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- (2022) Mohammad Jamali et al. Water
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- An Efficient Downscaling Scheme for High-Resolution Precipitation Estimates over a High Mountainous Watershed
- (2021) Na Zhao Remote Sensing
- Merging multiple satellite-based precipitation products and gauge observations using a novel double machine learning approach
- (2021) Ling Zhang et al. JOURNAL OF HYDROLOGY
- K-Means and C4.5 Decision Tree Based Prediction of Long-Term Precipitation Variability in the Poyang Lake Basin, China
- (2021) Dan Lou et al. Atmosphere
- Artificial Intelligence-Based Techniques for Rainfall Estimation Integrating Multisource Precipitation Datasets
- (2021) Raihan Sayeed Khan et al. Atmosphere
- Comprehensive evaluation of precipitation datasets over Iran
- (2021) Peyman Saemian et al. JOURNAL OF HYDROLOGY
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- (2021) Giang V. Nguyen et al. Remote Sensing
- A new meta-heuristic optimizer: Pathfinder algorithm
- (2019) Hamza Yapici et al. APPLIED SOFT COMPUTING
- Machine Learning-based Blending of Satellite and Reanalysis Precipitation Datasets: A Multi-regional Tropical Complex Terrain Evaluation
- (2019) Md Abul Ehsan Bhuiyan et al. JOURNAL OF HYDROMETEOROLOGY
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- (2019) Hossein Hassanli et al. JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS
- Ground Validation of GPM IMERG Precipitation Products over Iran
- (2019) Fatemeh Fadia Maghsood et al. Remote Sensing
- A multiscale spatio-temporal framework to regionalize annual precipitation using k-means and self-organizing map technique
- (2018) Kiyoumars Roushangar et al. Journal of Mountain Science
- Improving the Regional Applicability of Satellite Precipitation Products by Ensemble Algorithm
- (2018) Waseem Muhammad et al. Remote Sensing
- MSWEP V2 global 3-hourly 0.1° precipitation: methodology and quantitative assessment
- (2018) Hylke E. Beck et al. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
- Evaluation of Five Satellite-Based Precipitation Products in Two Gauge-Scarce Basins on the Tibetan Plateau
- (2018) Peng Bai et al. Remote Sensing
- Evaluation of satellite rainfall climatology using CMORPH, PERSIANN-CDR, PERSIANN, TRMM, MSWEP over Iran
- (2017) Mohammadali Alijanian et al. INTERNATIONAL JOURNAL OF CLIMATOLOGY
- Downscaling CHIRPS precipitation data: an artificial neural network modelling approach
- (2017) Adrianos Retalis et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Evaluation of Satellite-Based Precipitation Products from IMERG V04A and V03D, CMORPH and TMPA with Gauged Rainfall in Three Climatologic Zones in China
- (2017) Guanghua Wei et al. Remote Sensing
- A land data assimilation system for sub-Saharan Africa food and water security applications
- (2017) Amy McNally et al. Scientific Data
- Trends in Extreme Precipitation Indices in Iran: 1951–2007
- (2016) Robert C. Balling et al. Advances in Meteorology
- Assessment of GPM-IMERG and Other Precipitation Products against Gauge Data under Different Topographic and Climatic Conditions in Iran: Preliminary Results
- (2016) Ehsan Sharifi et al. Remote Sensing
- Assessment and Comparison of TMPA Satellite Precipitation Products in Varying Climatic and Topographic Regimes in Morocco
- (2015) Adam Milewski et al. Remote Sensing
- Geographical factors affecting variability of precipitation regime in Iran
- (2014) A. A. Sabziparvar et al. THEORETICAL AND APPLIED CLIMATOLOGY
- Regionalizing precipitation in Iran using GPCC gridded data via multivariate analysis and L-moment methods
- (2014) Fahimeh Sarmadi et al. THEORETICAL AND APPLIED CLIMATOLOGY
- Capabilities of satellite precipitation datasets to estimate heavy precipitation rates at different temporal accumulations
- (2013) Ali Mehran et al. HYDROLOGICAL PROCESSES
- Comparison of PERSIANN and V7 TRMM Multi-satellite Precipitation Analysis (TMPA) products with rain gauge data over Iran
- (2013) Saber Moazami et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Evaluation of satellite-based precipitation estimation over Iran
- (2013) Pari-Sima Katiraie-Boroujerdy et al. JOURNAL OF ARID ENVIRONMENTS
- An Artificial Neural Network Model to Reduce False Alarms in Satellite Precipitation Products Using MODIS andCloudSatObservations
- (2013) Nasrin Nasrollahi et al. JOURNAL OF HYDROMETEOROLOGY
- Strong increase in convective precipitation in response to higher temperatures
- (2013) Peter Berg et al. Nature Geoscience
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- (2012) Amir AghaKouchak et al. GEOPHYSICAL RESEARCH LETTERS
- Spatial changes of Extended De Martonne climatic zones affected by climate change in Iran
- (2012) Jaber Rahimi et al. THEORETICAL AND APPLIED CLIMATOLOGY
- Rainfall and rainy days trend in Iran
- (2011) Saeed Soltani et al. CLIMATIC CHANGE
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- A global map of uncertainties in satellite-based precipitation measurements
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- The association between regional and global atmospheric patterns and winter precipitation in Iran
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