Inverse modeling of 2010–2022 satellite observations shows that inundation of the wet tropics drove the 2020–2022 methane surge

Z Qu, DJ Jacob, AA Bloom, JR Worden… - Proceedings of the …, 2024 - pnas.org
Atmospheric methane concentrations rose rapidly over the past decade and surged in 2020–
2022 but the causes have been unclear. We find from inverse analysis of GOSAT satellite …

Literature review on integrating Generalized Space-Time Autoregressive Integrated Moving Average (GSTARIMA) and deep neural networks in machine learning for …

D Munandar, BN Ruchjana, AS Abdullah, HF Pardede - Mathematics, 2023 - mdpi.com
The issue of climate change holds immense significance, affecting various aspects of life,
including the environment, the interaction between soil conditions and the atmosphere, and …

Future projections of extreme rainfall events in Indonesia

A Kurniadi, E Weller, J Salmond… - International Journal of …, 2024 - Wiley Online Library
Previous evaluations of coupled climate models have indicated that under the influence of
global warming precipitation extremes, including those over Indonesia, are expected to …

Extreme precipitation over complex terrain using multiple remote sensing observation: A case study in the Great Bandung, Indonesia

T Sinatra, GA Nugroho, N Cholianawati… - Remote Sensing …, 2023 - Elsevier
Intense precipitation events are the main cause triggering hydrometeorological hazards over
complex terrain. Two extreme precipitation (EP) events led to major flooding on 23–25 …

Moisture origin and transport for extreme precipitation over Indonesia's new capital city, Nusantara in August 2021

A Purwaningsih, SW Lubis, E Hermawan, DF Andarini… - Atmosphere, 2022 - mdpi.com
Nusantara, Indonesia's new capital city, experienced a rare extreme rainfall event on 27–28
August 2021. This heavy rainfall occurred in August, the driest month of the year based on …

Extreme precipitation at Padang, Sumatra triggered by convectively coupled Kelvin waves

NV Senior, AJ Matthews, BGM Webber… - Quarterly Journal of …, 2023 - Wiley Online Library
Abstract Convectively coupled Kelvin waves (CCKWs) are tropical weather systems that
travel eastward along the equatorial waveguide and have previously been linked to 90% of …

Spatial Durbin Model with Expansion Using Casetti's Approach: A Case Study for Rainfall Prediction in Java Island, Indonesia

Y Andriyana, AN Falah, BN Ruchjana… - …, 2024 - search.proquest.com
Research on rainfall is critically important due to its significant impact on climate change and
natural disasters in Indonesia. Various factors influence rainfall variability. Consequently …

The Hybrid Modeling of Spatial Autoregressive Exogenous Using Casetti's Model Approach for the Prediction of Rainfall

AN Falah, BN Ruchjana, AS Abdullah, J Rejito - Mathematics, 2023 - mdpi.com
Spatial Autoregressive (SAR) models are used to model the relationship between variables
within a specific region or location, considering the influence of neighboring variables, and …

Regional variation of the influence of cross-equatorial northerly surge towards diurnal cycle of rainfall over Java Island

MT Maulana, T Yamazaki, T Iwasaki, MR Abdillah - Geoscience Letters, 2023 - Springer
Cross-equatorial northerly surge (CENS) is known to cause torrential rainfall over Java
Island in the Maritime Continent. Some studies indicated that the rainfall increase is …

[HTML][HTML] An Expanded Spatial Durbin Model with Ordinary Kriging of Unobserved Big Climate Data

AN Falah, Y Andriyana, BN Ruchjana, E Hermawan… - Mathematics, 2024 - mdpi.com
Spatial models are essential in the prediction of climate phenomena because they can
model the complex relationships between different locations. In this study, we discuss an …