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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Statistical downscaling r" (30 stories)

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Estimating pros and cons of statistical downscaling based on EQM bias adjustment as a complementary method to dynamical downscaling
Lead StoryNaturegeneral
Jan 3, 2025

Estimating pros and cons of statistical downscaling based on EQM bias adjustment as a complementary method to dynamical downscaling

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9XWEpmMG9ZLUY5VVJQQmJNakxJbnlQN3p6dDZvUDZlTTkzMHhoNXN1aDVPazhiWF9yZFA4SzJSMDNxLTI4cEVhOXNTSGFNSUNSc0dlX2NIaW51bF8wc3B3?oc=5" target="_blank">Estimating pros and cons of statistical downscaling based on EQM bias adjustment as a complementary method to dynamical downscaling</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Statistical downscaling r"

Updated every 3 minutes via FreeNewsApi, GNews, Currents API & Google News

29 stories displayed
A Posteriori Random Forests for Stochastic Downscaling of Precipitation by Predicting Probability Distributions
AGU Publicationsgeneral

A Posteriori Random Forests for Stochastic Downscaling of Precipitation by Predicting Probability Distributions

<a href="https://news.google.com/rss/articles/CBMieEFVX3lxTFBoZU85TUFWbEFieHRpWU1oVUFtWk9RUjRIR01kN3hZZ0hKNDQ2c3gyMnRPeE1HRDlFZklpZUQ3T25oMk1Qa1NQc2pjTFVyRDZCenhSS2FDTVc1MmNEb1lxbE9sdzRReXlqM0pPc3B6V0xkaGN6OVp5NA?oc=5" target="_blank">A Posteriori Random Forests for Stochastic Downscaling of Precipitation by Predicting Probability Distributions</a>  <font color="#6f6f6f">AGU Publications</font>

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Integrating double techniques of statistical downscaling and bias correction to reduce bias in projections trends of future climate datasets
Naturetech

Integrating double techniques of statistical downscaling and bias correction to reduce bias in projections trends of future climate datasets

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5IT1I0ZXZLUzJjZnNyRkQ2M2dTalM1Sl9OUjIzQzN4QWI3TDhoZExtWHF0ZkFHaVZEa29BeHVXYUNoR1p3UGpsVURNQWRnTkt0ODVHbVdRQzU3Wk1aNkxN?oc=5" target="_blank">Integrating double techniques of statistical downscaling and bias correction to reduce bias in projections trends of future climate datasets</a>  <font color="#6f6f6f">Nature</font>

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The Dependence of Hydroclimate Projections in Snow‐Dominated Regions of the Western United States on the Choice of Statistically Downscaled Climate Data - Alder - 2019 - Water Resources Research
AGU Publicationsscience

The Dependence of Hydroclimate Projections in Snow‐Dominated Regions of the Western United States on the Choice of Statistically Downscaled Climate Data - Alder - 2019 - Water Resources Research

<a href="https://news.google.com/rss/articles/CBMieEFVX3lxTE82ZEVsWHJrMjFPZXF6dDRWOUI0a0VwTU5odEpVcGoxd0JzMk05QnVycGxYa1R2VmdwcTAxdXJMbFhkc2JPTGJNS1BuY2hZcE03Nk40dXV3WGc2STFYQ18wdXRfcXlybGhFaUpHeFNNQnUtbkxLMXdaeg?oc=5" target="_blank">The Dependence of Hydroclimate Projections in Snow‐Dominated Regions of the Western United States on the Choice of Statistically Downscaled Climate Data - Alder - 2019 - Water Resources Research</a>  <font color="#6f6f6f">AGU Publications</font>

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High-Resolution Downscaled CMIP6 Projections dataset of Key Climate Variables for Senegal
Naturescience

High-Resolution Downscaled CMIP6 Projections dataset of Key Climate Variables for Senegal

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1hYzBkOXZpX2NRTmcwV3ZZaHZwTHZlOFNydW90amM5SGpVWHdPWDZoNll0YnNTYTZuMzd1SFJJU0lqbkJ6bExZSW1UZ3lzQnZEWmp4LWJDQ1daQnhmSUlj?oc=5" target="_blank">High-Resolution Downscaled CMIP6 Projections dataset of Key Climate Variables for Senegal</a>  <font color="#6f6f6f">Nature</font>

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A high-resolution daily global dataset of statistically downscaled CMIP6 models for climate impact analyses
Naturetech

A high-resolution daily global dataset of statistically downscaled CMIP6 models for climate impact analyses

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5rbVVlMHV6M0F1ZWM0UFZ2WEtqbHFZTm1SS1ZGc0VMeW9ZaXBPM3NMNjJWNE9PR0RCcVFrSThySXRvN00yYzlhWEhjT2dsQkU2OUVwMzEyelhjR0doX2kw?oc=5" target="_blank">A high-resolution daily global dataset of statistically downscaled CMIP6 models for climate impact analyses</a>  <font color="#6f6f6f">Nature</font>

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Climate change projections using CMIP6 GCMs and downscaling approaches in the Upper Wabe Shebele Basin, Ethiopia
Naturescience

Climate change projections using CMIP6 GCMs and downscaling approaches in the Upper Wabe Shebele Basin, Ethiopia

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1PMGQzQWhxdUJLaE43M2h4SXpCUnJUaHlCVFB4eFBYOHg2UjZVSVlUdG1HalRNSjEzVmJlbDJQbVZQYnVERWhDcTlDSHFXcDJhdkJwSkJjbVdZZFRLTTQw?oc=5" target="_blank">Climate change projections using CMIP6 GCMs and downscaling approaches in the Upper Wabe Shebele Basin, Ethiopia</a>  <font color="#6f6f6f">Nature</font>

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New horizons in statistical downscaling and AI approaches for sustainable km-scale climate simulations
Naturetech

New horizons in statistical downscaling and AI approaches for sustainable km-scale climate simulations

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBwTHluSDk4aDZBNHJNYm5SeEFUZE9CUTVhdmNKVWh1UGpUbkhXRlFwdWlPMmlQdWFIUDZmRFR6V2djTmE2alNZUkVMWEdzYnhMczFBU1VYVDAtVU8tZTJJ?oc=5" target="_blank">New horizons in statistical downscaling and AI approaches for sustainable km-scale climate simulations</a>  <font color="#6f6f6f">Nature</font>

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Limitation of super-resolution machine learning approach to precipitation downscaling
Naturegeneral

Limitation of super-resolution machine learning approach to precipitation downscaling

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBwTm9MQzlCUWt1MHE2dVAyYkhRYnU3RUFfakJtRjFRWXdsVzRXdHczNE44bWpSUGprYlJvbVhsSWdGc21pa2twVnYxUVJ4RXBjNktScFNIYWo5b01jMU9j?oc=5" target="_blank">Limitation of super-resolution machine learning approach to precipitation downscaling</a>  <font color="#6f6f6f">Nature</font>

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Statistical downscaling differences strongly alter projected climate damages
Naturescience

Statistical downscaling differences strongly alter projected climate damages

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBGa1F5TFhjdEl6OVVtSFVlNGVMdWlaYzNjT05pcFVYRjc2NFFvWmN3WnZ3bURuWEFhaW81ZU1QM2NnM0kySnpaTkZIQ1JPY0c5TXJOSzZvS0dLajdLcURz?oc=5" target="_blank">Statistical downscaling differences strongly alter projected climate damages</a>  <font color="#6f6f6f">Nature</font>

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A high-resolution, two-millennium monthly downscaled climate dataset for North America
Naturescience

A high-resolution, two-millennium monthly downscaled climate dataset for North America

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1jLUo4THZaZjVtMkgwVDNsc0VEd0J5aUNNSDZfQ1JTM3Bfb21yTXVRLU9jdWZrN3llQXhpVGZZV2d0ZXZQdVI1YWtOR0p2YmkzSmF6THR4VGhjcXZVbmN3?oc=5" target="_blank">A high-resolution, two-millennium monthly downscaled climate dataset for North America</a>  <font color="#6f6f6f">Nature</font>

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Ensemble downscaled climate dataset for Alaska and Hawaii under historical and future conditions | Scientific Data
Naturetech

Ensemble downscaled climate dataset for Alaska and Hawaii under historical and future conditions | Scientific Data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE0xaWZHXzlSaDFWVHR1TkJORmx4a2xIUU5Ka1NPTHhOUmN5MFJMdk9UT2lQQ0NnLTFXWjEtWGhPMkJLVGhqaXlkUUFlUDl5WjJLeFZsY19IUkRMWUpHMG5R?oc=5" target="_blank">Ensemble downscaled climate dataset for Alaska and Hawaii under historical and future conditions | Scientific Data</a>  <font color="#6f6f6f">Nature</font>

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Replicable Fine-Spatio-Temporal Climate Data for Long-Term Ecology in the Western Mediterranean | Scientific Data
Naturescience

Replicable Fine-Spatio-Temporal Climate Data for Long-Term Ecology in the Western Mediterranean | Scientific Data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBCYXdudXFIUE91OFZPTGpTbzcycl93WTBEdVYzMThVdHNHQUNWSFozb3kxVlhwSmRDQ083YUFZLXRNd2R2R0J2NzNLWUNwRHJ6dnRwUlpwZkM0ZWJtRGh3?oc=5" target="_blank">Replicable Fine-Spatio-Temporal Climate Data for Long-Term Ecology in the Western Mediterranean | Scientific Data</a>  <font color="#6f6f6f">Nature</font>

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The Climate Data for Adaptation and Vulnerability Assessments and the Spatial Interactions Downscaling Method
Naturescience

The Climate Data for Adaptation and Vulnerability Assessments and the Spatial Interactions Downscaling Method

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE4zaWxsZG5TVmFVVGw3WGREOHBwdE5VSk1ZSHdXXzM4MEtBLThqRE42c1M2Z0RCd3JNa1ZMREtNWU5NQ05fdFZENE1jWmZVcHFuTmp2aGg2VmJGVWNTUGgw?oc=5" target="_blank">The Climate Data for Adaptation and Vulnerability Assessments and the Spatial Interactions Downscaling Method</a>  <font color="#6f6f6f">Nature</font>

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Downscaling and bias-correction contribute considerable uncertainty to local climate projections in CMIP6
Naturetech

Downscaling and bias-correction contribute considerable uncertainty to local climate projections in CMIP6

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5rUE12S3RLRTYzR2FTRUdkLU9GTHZaZjZYLXpBZHQ5Ulh4QTVJbXFxcW1SWF9VZS1wZ0g0RWwwRzlPd0ZveWtfTk5XYWFSRFBDY0hyaVZ3d2lGWXBiRWF3?oc=5" target="_blank">Downscaling and bias-correction contribute considerable uncertainty to local climate projections in CMIP6</a>  <font color="#6f6f6f">Nature</font>

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High-resolution CMIP6 climate projections for Ethiopia using the gridded statistical downscaling method | Scientific Data
Naturescience

High-resolution CMIP6 climate projections for Ethiopia using the gridded statistical downscaling method | Scientific Data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBqbW9hUGd4bUV3cUlrbXNZWjFFWXN5aGREQjRwUFJOS0RrazFWeEt1MTRKb1FPYVVvRS1RdlhTejJyRDJpWENBMlhwS2dRZm9LRnRsOURwM0x3aU9wZkRj?oc=5" target="_blank">High-resolution CMIP6 climate projections for Ethiopia using the gridded statistical downscaling method | Scientific Data</a>  <font color="#6f6f6f">Nature</font>

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Bias-corrected CMIP6 global dataset for dynamical downscaling of the historical and future climate (1979–2100)
Naturescience

Bias-corrected CMIP6 global dataset for dynamical downscaling of the historical and future climate (1979–2100)

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1peUxIY3llSFlCWkRPYVBsRXNKdjdLZnpid19MOEptOWQxNVJxVUpuMk5Wa180UDhFUTlJNl9qalVmaTlKSHNXRFdVdl9NY21hUEZneWRQOUw3aG5GdDJR?oc=5" target="_blank">Bias-corrected CMIP6 global dataset for dynamical downscaling of the historical and future climate (1979–2100)</a>  <font color="#6f6f6f">Nature</font>

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Benchmarking the geographic generalization of deep learning models for precipitation downscaling
Naturegeneral

Benchmarking the geographic generalization of deep learning models for precipitation downscaling

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5vRGs2U0E5RzlmZjBFLVVLZ2lpclF3ZktNQnlKa0lwV2lhT1B3akVIX3hpaXNveTRTZ2JycnN3NGtKSW1qaG1sUXFvTlhWdlUyNmtWd1JoWi1aeWo5TmFz?oc=5" target="_blank">Benchmarking the geographic generalization of deep learning models for precipitation downscaling</a>  <font color="#6f6f6f">Nature</font>

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CMIP6-driven 10 km super-resolution daily climate projections with PET estimates in China
Naturetech

CMIP6-driven 10 km super-resolution daily climate projections with PET estimates in China

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9qRk9hRnZDOU1RNTRrREd4VjVTcmRHdXlTRGZuYVJBeTJJMFpyM2J6VWdLYW84NG5qT1d6WGFzOGxnTkUyMm8tczVGbVpkMHN1dlBYRHlzSnJXNmwyYWZv?oc=5" target="_blank">CMIP6-driven 10 km super-resolution daily climate projections with PET estimates in China</a>  <font color="#6f6f6f">Nature</font>

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Climate change multi-model projections in CMIP6 scenarios in Central Hokkaido, Japan
Naturetech

Climate change multi-model projections in CMIP6 scenarios in Central Hokkaido, Japan

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE92cG1vVHFTajNxM2Jubnp0UmE5dmVUT2FQRzFlTkkxMWJuNm1HUGpta1RCa3lxeVJ0YzNpWXQzNDNhVDBuT0l2Q1JBWlhpYUxPMGR6bGo4bHMtdWlJb2tr?oc=5" target="_blank">Climate change multi-model projections in CMIP6 scenarios in Central Hokkaido, Japan</a>  <font color="#6f6f6f">Nature</font>

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Deep generative model super-resolves spatially correlated multiregional climate data
Naturescience

Deep generative model super-resolves spatially correlated multiregional climate data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5adkhJS2NhWVpPMHlCQ243MDFiRmlLZ192Vl9QNzkwVkhKQ1VQNTBZaF83cW9fVDFUSjN3T3dvTWhXTmlnTVRGdDJsU1VoX3MxNlFsV183YkFkSHJMRmsw?oc=5" target="_blank">Deep generative model super-resolves spatially correlated multiregional climate data</a>  <font color="#6f6f6f">Nature</font>

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Exploring super-resolution spatial downscaling of several meteorological variables and potential applications for photovoltaic power
Naturetech

Exploring super-resolution spatial downscaling of several meteorological variables and potential applications for photovoltaic power

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1aUHBBQ1pzbkhSWjF0T2xXNVlQUUZWTTRBRGtWemY4RVhxRmtVU2FLOGpSTFVESkRlcGdKSGc1VHZRamkxSDMyNU9WTTUwRnc5TEliQnRGR20zTWRENUY4?oc=5" target="_blank">Exploring super-resolution spatial downscaling of several meteorological variables and potential applications for photovoltaic power</a>  <font color="#6f6f6f">Nature</font>

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An ensemble of bias-adjusted CMIP6 climate simulations based on a high-resolution North American reanalysis
Naturescience

An ensemble of bias-adjusted CMIP6 climate simulations based on a high-resolution North American reanalysis

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1xT0FROEZTT29MdElGelZVT1dJVGFzQTFRMkV0cXpMbG9sUlEyVm5JckEyT2hVdk14MVFtemxtZEJiNmFFclV4SVpFZDVxZUhqeFl5UElBUjhQd0ZFYUI0?oc=5" target="_blank">An ensemble of bias-adjusted CMIP6 climate simulations based on a high-resolution North American reanalysis</a>  <font color="#6f6f6f">Nature</font>

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Using Machine Learning to Cut the Cost of Dynamical Downscaling - Hobeichi - 2023 - Earth's Future
AGU Publicationsgeneral

Using Machine Learning to Cut the Cost of Dynamical Downscaling - Hobeichi - 2023 - Earth's Future

<a href="https://news.google.com/rss/articles/CBMieEFVX3lxTE9COGNxMWhCTzZTOGZqY0N5VHdyNDlzejVkRUgxWEFKUGplNzczd1VSV09xT0d0bWRIQTBiZURmLW5TWHFOaElkNDcxeGtNVXZaa1FzTlhKUFlabG4yV3lCWHNfMkpmTHdrbWZxUDRpd1BEc251eGc4eA?oc=5" target="_blank">Using Machine Learning to Cut the Cost of Dynamical Downscaling - Hobeichi - 2023 - Earth's Future</a>  <font color="#6f6f6f">AGU Publications</font>

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BiLSTM-Kalman framework for precipitation downscaling under multiple climate change scenarios
Naturescience

BiLSTM-Kalman framework for precipitation downscaling under multiple climate change scenarios

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5NdVpWajVlQ0RpVHh2X2RXSmxjWk5VcE9rczFoQTQ3RTlOVURHN3pJbzZ1NGpaNjJJLW1yX3FmMUJWUUtzblJ0bDlGRk9tQTRQOGpNUHByaWtWRHh5QmhZ?oc=5" target="_blank">BiLSTM-Kalman framework for precipitation downscaling under multiple climate change scenarios</a>  <font color="#6f6f6f">Nature</font>

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Deep Learning for Daily Precipitation and Temperature Downscaling - Wang - 2021 - Water Resources Research
AGU Publicationstech

Deep Learning for Daily Precipitation and Temperature Downscaling - Wang - 2021 - Water Resources Research

<a href="https://news.google.com/rss/articles/CBMieEFVX3lxTE9uYW94VkRqVFFtY05WQ0lYbFF5Y2JnMDVlanpZd0lRZHZscks0ZmlyeDQ5bldRanlzaVpFT2o3b3FrMVpWb3lGZG5Cb0hEQWFIZ2RSdzRmTjdleXdXMEg2ZFBfby04WGtWck5KUlJhbVZXQno1LVJzdg?oc=5" target="_blank">Deep Learning for Daily Precipitation and Temperature Downscaling - Wang - 2021 - Water Resources Research</a>  <font color="#6f6f6f">AGU Publications</font>

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Evaluation of Bias Correction Methods for Regional Climate Models: Downscaled Rainfall Analysis Over Diverse Agroclimatic Zones of India
AGU Publicationstech

Evaluation of Bias Correction Methods for Regional Climate Models: Downscaled Rainfall Analysis Over Diverse Agroclimatic Zones of India

<a href="https://news.google.com/rss/articles/CBMieEFVX3lxTE1oby1wUWhNTzc2X014SThtUGlBQ1B6dTJPcjRIQ3llYkxOS1ZqOW5XbG93N0ZoaGlHWnpuYlE1N1hwX0xURGFuT2gxd0lTWEdqS2MyVy1HREozLXI2RjlKMHZIc2lMR1VGV2hpdDJrZURmR284WlRScw?oc=5" target="_blank">Evaluation of Bias Correction Methods for Regional Climate Models: Downscaled Rainfall Analysis Over Diverse Agroclimatic Zones of India</a>  <font color="#6f6f6f">AGU Publications</font>

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A future of extreme precipitation and droughts in the Peruvian Andes | npj Climate and Atmospheric Science
Naturescience

A future of extreme precipitation and droughts in the Peruvian Andes | npj Climate and Atmospheric Science

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE16WjRtbjg2cmkyeVdIUXpwTmtPTldMcDVqalhJa1NxTHd3OHBjc25XaXBhY2I0aFBxMml2ajZOSzdoVG5yRHBacVVhWG91WWNScE5JMkNyUWxCQ01ZUkZj?oc=5" target="_blank">A future of extreme precipitation and droughts in the Peruvian Andes | npj Climate and Atmospheric Science</a>  <font color="#6f6f6f">Nature</font>

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A Daily 1-km Resolution Greenland Rainfall Climatology (1958–2020) From Statistical Downscaling of a Regional Atmospheric Climate Model
AGU Publicationstech

A Daily 1-km Resolution Greenland Rainfall Climatology (1958–2020) From Statistical Downscaling of a Regional Atmospheric Climate Model

<a href="https://news.google.com/rss/articles/CBMieEFVX3lxTE94el83QTgwREF3QzhGamhxNDVFX3pOTkY3OGpJR2dtY3NrNzdQd2VXTTMtajgwN3VhLTA0NGhwQ005eFQ0MHA2MzktakxSUmRnQjhNd1lQZTBWczJ1SHdwTXFWektsTjRLbmVUR2pwdnhQelFRN21SZg?oc=5" target="_blank">A Daily 1-km Resolution Greenland Rainfall Climatology (1958–2020) From Statistical Downscaling of a Regional Atmospheric Climate Model</a>  <font color="#6f6f6f">AGU Publications</font>

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Near future flash flood prediction in an arid region under climate change
Naturescience

Near future flash flood prediction in an arid region under climate change

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9ZN0FPSzZtR1FuTWFER2tCRDFzOVpnZW1qa2E4Y2ZfQ2xHNWd0WWZ4cFNST2x6Y1EzTkNEalYyY2NnaTY0V09nQTZuRjFkZEJVWmlERm9WdXJWMUo5VF9F?oc=5" target="_blank">Near future flash flood prediction in an arid region under climate change</a>  <font color="#6f6f6f">Nature</font>

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