RAINFALL MODELING USING THE GEOGRAPHICALLY WEIGHTED POISSON REGRESSION METHOD

RAINFALL MODELING USING THE GEOGRAPHICALLY WEIGHTED POISSON REGRESSION METHOD

Rainfall is an important parameter in understanding the climate and environment in the Malang Regency area. This research aims to model the distribution of rainfall in this region using the Geographically Weighted Poisson Regression (GWPR) method. GWPR is a spatial statistical approach that allows u...

Full description

Saved in:

Bibliographic Details
Main Authors:	Atiek Iriany, Wigbertus Ngabu, Danang Ariyanto
Format:	Article
Language:	English
Published:	Universitas Pattimura 2024-03-01
Series:	Barekeng
Subjects:	gwr gwpr rainfall
Online Access:	https://ojs3.unpatti.ac.id/index.php/barekeng/article/view/10668
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CLASSIFICATION OF STUNTING USING GEOGRAPHICALLY WEIGHTED REGRESSION-KRIGING CASE STUDY: STUNTING IN EAST JAVA
by: Atiek Iriany, et al.
Published: (2023-04-01)

MIXED GEOGRAPHICALLY WEIGHTED REGRESSION (MGWR) WITH ADAPTIVE WEIGHTING FUNCTION IN POVERTY MODELING IN NTT PROVINCE
by: Petrus Kanisius Ola, et al.
Published: (2024-07-01)

GEOGRAPHICALLY WEIGHTED PANEL REGRESSION MODELING OF POVERTY RATES IN TROPICAL RAINFOREST AREAS OF KALIMANTAN
by: Ghina Fadhilla Mumtaz, et al.
Published: (2025-04-01)

ESTIMATION OF GEOGRAPHICALLY WEIGHTED PANEL REGRESSION MODEL WITH BISQUARE KERNEL WEIGHTING FUNCTION ON PERCENTAGE OF STUNTING TODDLERS IN INDONESIA
by: Asnita Asnita, et al.
Published: (2024-03-01)

GEOGRAPHICALLY WEIGHTED PANEL REGRESSION (GWPR) MODEL FOR POVERTY DATA IN WEST JAVA PROVINCE 2019-2021
by: Ramadhoni Nasri, et al.
Published: (2023-10-01)

Estimasi distribusi PDRB kawasan Kedungsepur secara spasial menggunakan Geographically Weighted Regression untuk mendukung pengembangan wilayah
by: Adik Amin Nashrudien, et al.
Published: (2025-03-01)

Real Estate Appraisal Performance Improvement by Adapting a Hybrid Model: Geographically Weighted Regression and Extreme Gradient Boosting in Al Bireh, Palestine
by: Jamal A.A. Numan, et al.
Published: (2025-05-01)

Key Influencing Factors of Urban Flooding in Wuhan Based on Multi-scale Geographically Weighted Regression Model
by: HUANG Zi-ye, YANG Qing-yuan, WEI Hong-yan
Published: (2025-05-01)

Do women contribute to the economy through landownership in Africa? A geographically weighted regression (gwr) approach
by: Andrew Phiri, et al.
Published: (2025-12-01)

Time-varying harmonic impedance estimation based on locally-geographically weighted regression
by: XU Fangwei, et al.
Published: (2025-01-01)

Geographically and Temporally Weighted Regression Modeling in Analyzing Factors Affecting the Spread of Dengue Fever in Malang
by: Fahmi Indrayani, et al.
Published: (2018-06-01)

Study on Ecosystem Service Values of Urban Green Space Systems in Suzhou City Based on the Extreme Gradient Boosting Geographically Weighted Regression Method: Spatiotemporal Changes, Driving Factors, and Influencing Mechanisms
by: Tailong Shi, et al.
Published: (2025-03-01)

Spatial heterogeneity of forest carbon stocks in the Xiangjiang river Basin urban agglomeration: analysis and assessment based on the multiscale geographically weighted regression (MGWR) model
by: Yingfeng Kuang, et al.
Published: (2025-05-01)

Spatial analysis of annual precipitation of Khuzestan province; An approach of spatial regressions analysis
by: Saeed balyani
Published: (2016-12-01)

QUANTILE REGRESSION MODEL ON RAINFALL IN MAKASSAR 2019
by: Wahidah Sanusi, et al.
Published: (2023-04-01)

ANALYSIS OF RAINFALL IN INDONESIA USING A TIME SERIES-BASED CLUSTERING APPROACH
by: A'yunin Sofro, et al.
Published: (2024-05-01)

GEOGRAPHICALLY WEIGHTED GENERALIZED POISSON REGRESSION AND GEOGRAPHICALLY WEIGHTED NEGATIVE BINOMIAL REGRESSION MODELING ON PROPERTY CRIME CASES IN CENTRAL JAVA
by: Prizka Rismawati Arum, et al.
Published: (2025-07-01)

Impact of Spatial Distribution Methods for Rainfall on Flash Floods Modelling Using a Hydrodynamic Model
by: Nan Sun, et al.
Published: (2025-03-01)

MODEL GEOGRAPHICALLY WEIGHTED POISSON REGRESSION DENGAN PEMBOBOT FUNGSI KERNEL GAUSS
by: Salmon N. Aulele
Published: (2011-12-01)

Modeling of probability in obtaining intensity-duration-frequency relationships of rainfall occurrence for Pelotas, RS, Brazil
by: Viviane R. Dorneles, et al.

SPATIAL MODELING OF MATERNAL HEALTH: GEOGRAPHICALLY WEIGHTED POISSON REGRESSION ON MATERNAL MORTALITY FACTORS
by: Alfa Yuliana, et al.
Published: (2025-01-01)

Model Test of Mechanical Response of Negative Poisson’s Ratio Anchor Cable in Rainfall-Induced Landslides
by: Guangcheng Shi, et al.
Published: (2025-05-01)

The Principal Component Linear Spline Quantile Regression Model in Statistical Downscaling for Rainfall Data
by: Andi Yulianti, et al.
Published: (2024-04-01)

MODELING FACTORS AFFECTING EDUCATED UNEMPLOYMENT ON JAVA ISLAND USING GEOGRAPHICALLY WEIGHTED POISSON REGRESSION MODEL
by: Ditto Satrio Wicaksono, et al.
Published: (2024-03-01)

Spatial analysis of under-five mortality in Africa using geographically weighted poisson regression
by: Johnson Adedeji Olusola, et al.
Published: (2025-07-01)

ASSESSMENT OF RAINFALL VARIATION OF A VICENNIUM BY GEOGRAPHICAL INFORMATION SYSTEM (GIS)
by: Leela Kaur
Published: (2024-11-01)

Comparative Analysis of IMERG Satellite Rainfall and Elevation as Covariates for Regionalizing Average and Extreme Rainfall Patterns in Greece by Means of Bilinear Surface Smoothing
by: Nikolaos Malamos, et al.
Published: (2025-06-01)

Study on warning rainfall threshold for rainfall-induced collapses and landslide geological hazards in Zhuhai City, Guangdong Province
by: Xinxiong ZENG, et al.
Published: (2024-10-01)

APPLICATION OF THE BACKPROPAGATION METHOD TO PREDICT RAINFALL IN NORTH SUMATRA PROVINCE
by: Rinjani Cyra Nabila, et al.
Published: (2023-04-01)

A Distributional Regression Network With Data Transformation for Calibrating Rainfall Forecasts
by: Zeqing Huang, et al.
Published: (2025-06-01)

Identification of hotspots and cold-spots of groundwater potential using spatial statistics
by: Tao Liu, et al.
Published: (2024-12-01)

A Comparative Study of Downscaling Methods for Groundwater Based on GRACE Data Using RFR and GWR Models in Jiangsu Province, China
by: Rihui Yang, et al.
Published: (2025-01-01)

spatial modeling of summer precipitation in North-west of Iran
by: hossein asakereh, et al.
Published: (2018-03-01)

Comparative analysis and enhancing rainfall prediction models for monthly rainfall prediction in the Eastern Thailand
by: Preeyanuch Chuasuk, et al.
Published: (2025-06-01)

Analying the vulnerability of the lorestan province due to changes in effective rainfalls, based on USDA method
by: ali saadat, et al.
Published: (2021-12-01)

Modeling Rainfall and Groundwater level data Using Time-varying copula models
by: Hossein Zamani, et al.
Published: (2024-07-01)

On the emergence of rainfall extremes from ordinary events
by: E. Zorzetto, et al.
Published: (2016-08-01)

Analysis of the Response Mechanism of Slopes With Different Inclinations Under Rainfall Infiltration
by: Yongdong Yang, et al.
Published: (2025-03-01)

Comparison of the Observed Rainfall with Rainfall Estimated by CLIGEN Climate Model in terms of Drought Analysis
by: Müberra Erdoğan, et al.
Published: (2019-12-01)

Explainable Machine Learning for Mapping Rainfall-Induced Landslide Thresholds in Italy
by: Xiangyu Shao, et al.
Published: (2025-07-01)