A systematic review of predictor screening methods for downscaling of numerical climate models

AH Baghanam, V Nourani, M Bejani, H Pourali… - Earth-Science …, 2024 - Elsevier
Effective selection of climate predictors is a fundamental aspect of climate modeling
research. Predictor Screening (PS) plays a crucial role in identifying regional climate drivers …

Spatiotemporal analysis of transition probabilities of wet and dry days under SSPs scenarios in the semi-arid Susurluk Basin, Türkiye

M Şan, S Nacar, M Kankal, A Bayram - Science of the Total Environment, 2024 - Elsevier
Precipitation, especially in regions dominated by the Mediterranean climate, is one of the
most critical parameters of the hydrological cycle and the environment affected by climate …

Machine learning‐based streamflow forecasting using CMIP6 scenarios: Assessing performance and improving hydrological projections and climate change

V Kartal - Hydrological Processes, 2024 - Wiley Online Library
Water is essential for humans as well as for all living organisms to sustain their lives.
Therefore, any climate‐driven change in available resources has significant impacts on the …

Remote sensing and monitoring of water resources: A comparative study of different indices and thresholding methods

MA Günen, UH Atasever - Science of The Total Environment, 2024 - Elsevier
Water resources are essential for the ecological system and the development of civilization.
Water is imperative factor for health preservation and sustaining various human activities …

Downscaling future precipitation with shared socioeconomic pathway (SSP) scenarios using machine learning models in the North-Western Himalayan region

A David Raj, S Kumar, KR Sooryamol - Modeling Earth Systems and …, 2024 - Springer
The Himalayan region is characterized by its heterogeneous topography and diverse land
use/land cover types that significantly influence the weather and climatic patterns in the …

Downscaling long lead time daily rainfall ensemble forecasts through deep learning

H Jin, W Jiang, M Chen, M Li, KS Bakar… - … Research and Risk …, 2023 - Springer
Skilful and localised daily weather forecasts for upcoming seasons are desired by climate-
sensitive sectors. Various General circulation models routinely provide such long lead time …

Trends and amount changes of temperature and precipitation under future projections in high–low groups and intra-period for the Eastern Black Sea, the Wettest …

S Nacar, M Şan, M Kankal, U Okkan - Natural Hazards, 2024 - Springer
This study investigates the possible effects of climate change on temperature and
precipitation variables in the Eastern Black Sea Basin, Türkiye's wettest and flood-prone …

İklim Değişikliğinin Deniz Suyu Sıcaklıkları Üzerindeki Olası Etkilerinin Değerlendirilmesi: Orta Karadeniz Örneği

S Nacar, B Mete, BS Tokgöz… - International Journal of …, 2024 - dergipark.org.tr
İklim değişikliği küresel ekosistemlerin karşı karşıya olduğu en ciddi çevresel tehditlerden
biri olarak tanımlanmaktadır. Bu tehditlerin başında da deniz suyu sıcaklıklarında meydana …

İklim Değişikliğinin Maksimum ve Minimum Sıcaklıklar Üzerindeki Olası Etkilerinin Belirlenmesi

S Nacar - Gaziosmanpaşa Bilimsel Araştırma Dergisi, 2023 - dergipark.org.tr
İklim değişikliği ve küresel ısınmanın çevre üzerindeki etkilerinin her geçen gün artması iklim
krizini tüm dünyada tartışılan en önemli konulardan birisi haline getirmiştir. Gelecekteki …

Landsat 8 Görüntüleri ile Cheney Rezervuarında Bulanıklık Tahmini: Regresyon, MARS ve TreeNet Yöntemlerinin Karşılaştırılması

O Dilmen, S Nacar, E Tunç Görmüş, A Bayram - 2024 - openaccess.agu.edu.tr
Rezervuarlardaki su kalitesi takibi, suyun kullanım amacına uygunluğu ve su canlılarının
korunması için önemlidir ve su kalitesinin belirlenmesinde en yaygın kullanılan …