A comparison of the performance of different interpolation methods in replicating rainfall magnitudes under different climatic conditions in chongqing province (China)

R Yang, B Xing - Atmosphere, 2021 - mdpi.com
Precipitation is considered a crucial component in the hydrological cycle and changes in its
spatial pattern directly influence the water resources. We compare different interpolation …

[HTML][HTML] Imputation of missing daily rainfall data; A comparison between artificial intelligence and statistical techniques

A Wangwongchai, M Waqas, P Dechpichai, PT Hlaing… - MethodsX, 2023 - Elsevier
Handling missing values is a critical component of the data processing in hydrological
modeling. The key objective of this research is to assess statistical techniques (STs) and …

Climate Data Imputation and Quality Improvement Using Satellite Data

K Hayawi, S Shahriar, H Hacid - Journal of Data Science and …, 2024 - ojs.bonviewpress.com
Combating climate change has emerged as a global concern recently, and meteorological
data remain an important measure for analyzing and predicting climate trends. However …

[HTML][HTML] Comparison of methods for filling daily and monthly rainfall missing data: statistical models or imputation of satellite retrievals?

LV Duarte, KTM Formiga, VAF Costa - Water, 2022 - mdpi.com
Accurate estimation of precipitation patterns is essential for the modeling of hydrological
systems and for the planning and management of water resources. However, rainfall time …

Remote sensing-based agricultural water accounting for the North Jordan Valley

JT Al-Bakri, G D'Urso, C Batchelor, M Abukhalaf… - Water, 2022 - mdpi.com
Remote sensing can provide important and updated information for agricultural water
accounting (AWA). In this study, data from the open-access portal (WaPOR) of the Food and …

Bias adjustment of hourly rainfall distributions in WFDE5 reanalysis for hydrological impact studies in Benin (West Africa)

R Bodjrènou, D Azian, LO Sintondji, AY Bossa… - Theoretical and Applied …, 2024 - Springer
Gridded climate datasets such as satellite and reanalysis products have biases related to
the methods used to develop them. This study aims to improve the hourly rainfall distribution …

[PDF][PDF] Evaluation of CHIRPS and CFSR precipitation products over the Mujib Basin, Jordan

S Alsalal, ML Tan, N Samat… - … -Malaysian Journal of …, 2023 - journalarticle.ukm.my
Open-source climate products provide the possibility of complementing observed data,
which sometimes suffer from the scarcity and inconsistency issues. This study aims to …

Performance evaluation of various techniques in estimating precipitation record of a sparsely gauged mountainous watershed

SF Khan, UA Naeem - Environmental Monitoring and Assessment, 2024 - Springer
Comprehensive precipitation data is essential for hydrological, agricultural, and
climatological studies. Yet, gaps and sparse rain gauge distribution pose challenges …

[HTML][HTML] Methodological approaches for imputing missing data into monthly flows series

MT Bleidorn, WP Pinto, IM Schmidt… - Revista Ambiente & …, 2022 - SciELO Brasil
Missing data is one of the main difficulties in working with fluviometric records. Database
gaps may result from fluviometric stations components problems, monitoring interruptions …

Enhancing runoff simulation precision in the critical zone through spatiotemporal interpolation of areal rainfall with matrix decomposition

S Sheng, H Chen, K Lin, Y Zhou, J Wang… - Hydrological …, 2023 - Wiley Online Library
Modelling hydrological process in the critical zone not only contributes to a better
understanding of interactions across different Earth surface spheres but also holds …