muhammad rokhis khomarudin

Scopus Publications

Evaluation of ALOS-2/PALSAR-2 L-Band SAR Polarimetric Parameters for Water-Level Estimation in Irrigated Rice Paddy Fields
Dandy Aditya Novresiandi, Khalifah Insan Nur Rahmi, Hilda Ayu Pratikasiwi, Rendi Handika, Masnita Indriani Oktavia, et al.
Remote Sensing, 2026
Water-level monitoring in rice paddies supports sustainable farming, responsible water management, and greenhouse gas emission mitigation. SAR-based remote sensing is an effective alternative for estimating water levels, especially in regions where optical observations are limited. This study evaluates ten ALOS-2/PALSAR-2 L-band SAR-derived polarimetric parameters for their contribution and effectiveness in water-level estimation across rice-growing phases using random forest regression in the Subang District, which is one of the largest rice-yield areas in West Java, Indonesia. Overall, L-band polarimetric information is clearly related to water-level dynamics throughout the rice-growing cycle, confirming its strong potential for quantitative water-level retrieval. The highest estimation accuracy was achieved by integrating all polarimetric parameter groups (MAE = 1.37 cm, RMSE = 1.79 cm, R2 = 0.52, r = 0.73), indicating that no single group can adequately represent the complex scattering mechanisms governing water-level variability across an entire cropping season. Variable importance analysis shows a relatively uniform contribution (7.63–12.90%), suggesting synergies across parameters in water-level estimation. Phase-specific evaluation further reveals that Phase 2, corresponding to the vegetative-to-generative transition, is the optimal temporal window for L-band SAR-based water-level retrieval due to enhanced double-bounce scattering and reduced signal saturation. While Phase 2 data maximizes physical sensitivity and correlation, whole-phase modeling provides greater robustness and lower absolute errors, making it more suitable for L-band SAR-based operational water-level monitoring applications.
Consideration of cultural ecosystem service indicators in determining spatial zoning in urban spatial plans
Iwan Aminto Ardi, Sri Rum Giyarsih, M. Rokhis Khomarudin
E3s Web of Conferences, 2026
Cultural Ecosystem Services (CES) refer to the intangible advantages that individuals derive from ecosystems, which play a crucial role in enhancing both human well-being and the sustainability of urban areas. Although these services are vital, they are frequently difficult to measure and incorporate into conventional zoning practices within urban planning. This research explores a framework designed to systematically embed CES indicators—such as access to recreational opportunities, scores for aesthetic value, and density of cultural heritage—into the urban zoning decision-making process. Through a case study method, we present a technique for mapping and assessing the supply and demand of important CES categories, converting this information into spatial constraints and opportunities relevant to zoning regulations. The findings reveal that the integration of CES indicators leads to more multifunctional and equitable spatial plans, particularly concerning the distribution of green infrastructure and protected cultural areas. This research provides practical guidance for urban planners to move beyond traditional land-use criteria and embrace a holistic, ecosystem-based approach to spatial zoning.
Detecting plant stress by oil pollution using spectral reflectance and chlorophyll content: laboratory insights and field applications
Tri Muji Susantoro, Gatot Nugroho, Suliantara Suliantara, Herru Lastiadi Setiawan, Sayidah Sulma, et al.
International Journal of Remote Sensing, 2026
Precision in Flood Detection Across Varying Land Types over Two Sides of the Wallace Line
Muhammad Priyatna, Muhammad Rokhis Khomarudin, Sastra Kusuma Wijaya, Galdita Aruba Chulafak, Gatot Nugroho, et al.
Journal of the Indian Society of Remote Sensing, 2025
Land surface change detection after major volcanic eruptions in Indonesia using Machine learning and Spatial-Temporal transferability
Aiym Orynbaikyzy, Imam Santoso, Moritz Rösch, Sandro Martinis, Rido Dwi Ismanto, et al.
International Journal of Applied Earth Observation and Geoinformation, 2025
Empirical models for estimating total chlorophyll content in sugarcane using hyperspectral reflectance and Sentinel-2 imagery
Gatot Nugroho, Tri Muji Susantoro, M. Rokhis Khomarudin, Danang Surya Candra, Ahmad Maryanto, et al.
Modeling Earth Systems and Environment, 2025
From evaluation to innovation: Strengthening geospatial agricultural monitoring information system in Indonesia
Heritage and Sustainable Development, 2025
Technical and Policy Analysis: Time Series of Land Subsidence for the Evaluation of the Jakarta Groundwater-Free Zone
Joko Widodo, Edy Trihatmoko, Nugraheni Setyaningrum, Yuta Izumi, Rendi Handika, et al.
Urban Science, 2025
Jakarta faces a critical challenge of extensive land subsidence, ranking prominently globally. This research employs a combined technical and policy evaluation approach to analyze the issue, incorporating sustainability considerations to assess the efficacy of Governor Regulation of Jakarta Number 93 of 2021, focusing on how the groundwater-free zone relates to land subsidence in the city. We processed 81 ALOS-2 PALSAR-2 synthetic aperture radar (SAR) data using persistent scatterer interferometric synthetic aperture radar (PS-InSAR) with HH polarization from 2017 to 2022 and ground truthing with 255 global positioning system (GPS) real-time kinematic (RTK) validation points. Our findings reveal a significant misalignment in the designated groundwater-free zone in the central part of Jakarta. At the same time, severe land subsidence primarily affects northern and northwestern Jakarta, with an average land subsidence rate of 5–6 cm/year. We strongly advocate for a thorough evaluation to rectify and redefine the boundaries of groundwater-free zones, improve regulatory frameworks, and effectively address land subsidence mitigation in the study area. The impact of domestic water needs on land subsidence highlights the urgency of action. Based on a combination of land subsidence velocity rates and domestic water demand, we have classified the cities in Jakarta into three levels of recommendations for groundwater-free zones. The cities are ranked in order of priority from highest to lowest: (1) West Jakarta, (2) North Jakarta, (3) South Jakarta, (4) East Jakarta, and (5) Central Jakarta, which holds the lowest priority.
The impact of changes in the coastline and the rate of land subsidence on the expansion of the tidal flood area in Pekalongan City, Central Java, Indonesia
A E Endarsih, A Kurniasih, M R Khomarudin, Najib
Iop Conference Series Earth and Environmental Science, 2025
The coast of Pekalongan City experience coastline declines and significant land subsidence, resulting in expansion of tidal floods throughout the period 2016-2022. This study aimed to determine the impact of coastline shifting and rate of land subsidence on the expansion of the tidal flood area in Pekalongan City. Coastline changes were analyzed using Sentinel-2 satellite imagery with the Digital Shoreline Analysis System (DSAS) method. In contrast, the land subsidence rate was analyzed using the Differential Synthetic Aperture Radar Interferometry (DInSAR). The analysis of the tidal flood-inundated area was carried out using Sentinel-1A images from 2016, 2017, 2022, and 2023. From the results, it is known that the area affected by flooding in 2017 reached 269 hectares and in 2022 it expanded to 390 hectares. The area most affected by tidal flooding in both periods was Pekalongan Utara. The land subsidence rate analysis showed that Pekalongan Utara experienced the greatest decline throughout 2016-2022, an average of -5.34 cm/year. The value coastline shifting in this area shows that Bandengan Village experienced the furthest coastline decline, around -3.95 m/year. Due to erosion, areas previously protected by the coastline become more vulnerable to waves and tides, allowing tidal water to enter further inland.
Design and Implementation of GeoMIMO: a Geoinformatic Data Platform for Multi Inputs and Multi Outputs
Ahmad Sutanto, Andre Sihombing, Andri F. Rozie, Andria Arisal, Andy Indradjad, et al.
International Conference on Computer Control Informatics and Its Applications Ic3ina, 2025
Evaluating Digital Elevation Model generation from Sentinel-1 SAR data in challenging tropical environments
Zylshal Zylshal, Athar A. Bayanuddin, Sartika Sartika, J. Indri Pratiwi, Andie Setyoko, et al.
Modeling Earth Systems and Environment, 2024
Machine Learning-Based Local Knowledge Approach to Mapping Urban Slums in Bandung City, Indonesia
Galdita Aruba Chulafak, Muhammad Rokhis Khomarudin, Orbita Roswintiarti, Hamid Mehmood, Gatot Nugroho, et al.
Urban Science, 2024
Dynamic Geo-Visualization of Urban Land Subsidence and Land Cover Data Using PS-InSAR and Google Earth Engine (GEE) for Spatial Planning Assessment
Joko Widodo, Edy Trihatmoko, Muhammad Rokhis Khomarudin, Mohammad Ardha, Udhi Catur Nugroho, et al.
Urban Science, 2024
New Approach to Mapping Regional Vulnerability in Controlling Tuberculosis in Indonesia
Kesmas Jurnal Kesehatan Masyarakat Nasional, 2024
Assessing space-based smoldering peatland in the tropics with atmospheric products from multi-sensor satellites
Parwati Sofan, Galdita A. Chulafak, Fajar Yulianto, Suwarsono Suwarsono, Prayoto Tonoto, et al.
Modeling Earth Systems and Environment, 2024
Flood Inundation Prediction Model Related to Land Subsidence with Lidar in North Coastal Jakarta
Mohammad Ardha, Galdita Aruba Chulafak, Nanin Anggraini, Agung Syetiawan, Muhammad Rokhis Khomarudin
Proceedings of SPIE the International Society for Optical Engineering, 2024
Object-Based Slum Area Mapping using Multispectral and Textural Information
Fathir Maula. S, Orbita Roswintiarti, Muhammad Rokhis Khomarudin, Rubini Jusuf, Setia Pramana
IEEE Asia Pacific Conference on Geoscience Electronics and Remote Sensing Technology Agers, 2024
Iterative bundle adjustment without Ground Control Points on SPOT-7 Stereogrammetry and its effect on DEM geometric accuracy
Zylshal Zylshal, Athar Abdurrahman Bayanuddin, Sartika Sartika, Indri Pratiwi J, Musyarofah Musyarofah, et al.
Proceedings of SPIE the International Society for Optical Engineering, 2024
Improving the accuracy of mangrove forest mapping using sentinel image and developed classification algorithm based on machine learning
Anang Dwi Purwanto, Ketut Wikantika, Albertus Deliar, Soni Darmawan, Agung Budi Harto, et al.
Journal of Spatial Science, 2024
Enhancement of Fire Danger Rating System for a Better Land/Forest Fire Warning in South Sumatera Province – Indonesia
Muhammad Rokhis R. Khomarudin, Orbita Roswintiarti, Indah Prasasti, Tatik Kartika, Udhi Catur Nugroho, et al.
Proceedings of SPIE the International Society for Optical Engineering, 2024
Adaptive Decision Tree Algorithm Using Remote Sensing Data to Monitor Waste Disposal Along Citarum River in West Java Province, Indonesia
Gatot Nugroho, Mohammad Ardha, Udhi C Nugroho, Muhammad Rokhis Khomarudin, Orbita Roswintiarti, et al.
2024 IEEE International Conference on Aerospace Electronics and Remote Sensing Technology Icares 2024 Proceedings, 2024
The development of the Raster-based Probability Flood Inundation Model (RProFIM) approach for flood modelling in the upstream Citarum Watershed, West Java, Indonesia
Fajar Yulianto, Muhammad Rokhis Khomarudin, Eddy Hermawan, Syarif Budhiman, Parwati Sofan, et al.
Natural Hazards, 2023
The Potential of Remote Sensing Data for Oil And Gas Exploration in Indonesia: a Review
Tri Muji Susantoro, Suliantara Suliantara, Agung Budi Harto, Herru Lastiadi Setiawan, Gatot Nugroho, et al.
Scientific Contributions Oil and Gas, 2023
Rapid Flood Mapping Using Statistical Sampling Threshold Based on Sentinel-1 Imagery in the Barito Watershed, South Kalimantan Province, Indonesia
Muhammad Priyatna, Muhammad Rokhis Khomarudin, Sastra Kusuma Wijaya, Fajar Yulianto, Gatot Nugroho, et al.
Journal of Engineering and Technological Sciences, 2023
Joint use of Sentinel-2 and Sentinel-1 data for rapid mapping of volcanic eruption deposits in Southeast Asia
Aiym Orynbaikyzy, Simon Plank, Yenni Vetrita, Sandro Martinis, Imam Santoso, et al.
International Journal of Applied Earth Observation and Geoinformation, 2023

RECENT SCHOLAR PUBLICATIONS

Evaluation of ALOS-2/PALSAR-2 L-Band SAR Polarimetric Parameters for Water-Level Estimation in Irrigated Rice Paddy Fields
ND Aditya, RKI Nur, HA Pratikasiwi, H Rendi, OM Indriani, R Anisa, ...
Remote Sensing 18 (9), 1313 , 2026
2026
Citations: 1
Detecting plant stress by oil pollution using spectral reflectance and chlorophyll content: laboratory insights and field applications
TM Susantoro, G Nugroho, S Suliantara, HL Setiawan, S Sulma, ...
International Journal of Remote Sensing, 1-26 , 2026
2026
Citations: 1
Land surface change detection after major volcanic eruptions in Indonesia using Machine learning and Spatial-Temporal transferability
A Orynbaikyzy, I Santoso, M Rösch, S Martinis, RD Ismanto, Y Vetrita, ...
International Journal of Applied Earth Observation and Geoinformation 145 … , 2025
2025
Citations: 2
Empirical models for estimating total chlorophyll content in sugarcane using hyperspectral reflectance and Sentinel-2 imagery
G Nugroho, TM Susantoro, MR Khomarudin, DS Candra, A Maryanto, ...
Modeling Earth Systems and Environment 11 (6), 446 , 2025
2025
Citations: 1
Precision in Flood Detection Across Varying Land Types over Two Sides of the Wallace Line
M Priyatna, MR Khomarudin, SK Wijaya, GA Chulafak, G Nugroho, ...
Journal of the Indian Society of Remote Sensing 53 (12), 4357-4371 , 2025
2025
The impact of changes in the coastline and the rate of land subsidence on the expansion of the tidal flood area in Pekalongan City, Central Java, Indonesia
AE Endarsih, A Kurniasih, MR Khomarudin, Najib
IOP Conference Series: Earth and Environmental Science 1556 (1), 012010 , 2025
2025
Design and Implementation of GeoMIMO: a Geoinformatic Data Platform for Multi Inputs and Multi Outputs
A Sutanto, A Sihombing, AF Rozie, A Arisal, A Indradjad, DD Domiri, ...
2025 International Conference on Computer, Control, Informatics and its … , 2025
2025
Technical and Policy Analysis: Time Series of Land Subsidence for the Evaluation of the Jakarta Groundwater-Free Zone
J Widodo, E Trihatmoko, N Setyaningrum, Y Izumi, R Handika, M Ardha, ...
Urban Science 9 (3), 67 , 2025
2025
Citations: 9
Analisis Perubahan Garis Pantai Menggunakan Digital Shoreline Analysis System untuk Mendukung Mitigasi Pesisir Kota Pekalongan, Jawa Tengah
AE Endarsih, A Kurniasih, MR Khomarudin
Jurnal Teknologi Lingkungan 26 (1), 019-030 , 2025
2025
Citations: 4
Observation and Geoinformation
A Orynbaikyzy, I Santoso, M Rösch, S Martinis, RD Ismanto, Y Vetrita, ...
International Journal of Applied Earth Observation and Geoinformation 145 … , 2025
2025
Object-Based Slum Area Mapping using Multispectral and Textural Information
O Roswintiarti, MR Khomarudin, R Jusuf, S Pramana
2024 IEEE Asia-Pacific Conference on Geoscience, Electronics and Remote … , 2024
2024
Dynamic geo-visualization of urban land subsidence and land cover data using ps-insar and google earth engine (gee) for spatial planning assessment
J Widodo, E Trihatmoko, MR Khomarudin, M Ardha, UC Nugroho, ...
Urban Science 8 (4), 234 , 2024
2024
Citations: 8
Adaptive decision tree algorithm using remote sensing data to monitor waste disposal along Citarum River in West Java Province, Indonesia
G Nugroho, M Ardha, UC Nugroho, MR Khomarudin, O Roswintiarti, ...
2024 IEEE International Conference on Aerospace Electronics and Remote … , 2024
2024
Citations: 1
Evaluating Digital Elevation Model generation from Sentinel-1 SAR data in challenging tropical environments
Z Zylshal, AA Bayanuddin, S Sartika, JI Pratiwi, A Setyoko, R Arief, ...
Modeling Earth Systems and Environment, 1-24 , 2024
2024
Citations: 5
Machine learning-based local knowledge approach to mapping urban slums in Bandung City, Indonesia
GA Chulafak, MR Khomarudin, O Roswintiarti, H Mehmood, G Nugroho, ...
Urban Science 8 (4), 189 , 2024
2024
Citations: 4
New Approach to Mapping Regional Vulnerability in Controlling Tuberculosis Disease in Indonesia
MH Herawati, A Hermawan, D Dasuki, H Supratikta, A Asyary, ...
Kesmas 19 (5), 105-108 , 2024
2024
Geospatial Data Integration for the Flood Vulnerable Area Classification in Jratunseluna Watershed
H Assaidi, MR Khomarudin, K Badron, AF Ismail, H Ramza
Journal of Computer Networks, Architecture and High Performance Computing 6 … , 2024
2024
New Approach to Mapping Regional Vulnerability in Controlling Tuberculosis in Indonesia.
M Holly Herawati, A Hermawan, H Supratikta, A Asyary, MR Khomarudin, ...
Kesmas: National Public Health Journal 19 , 2024
2024
Improving the accuracy of mangrove forest mapping using sentinel image and developed classification algorithm based on machine learning
AD Purwanto, K Wikantika, A Deliar, S Darmawan, AB Harto, ...
Journal of Spatial Science 69 (3), 1019-1045 , 2024
2024
Citations: 4
Assessing space-based smoldering peatland in the tropics with atmospheric products from multi-sensor satellites
P Sofan, GA Chulafak, F Yulianto, S Suwarsono, P Tonoto, I Prasasti, ...
Modeling Earth Systems and Environment 10 (1), 465-481 , 2024
2024

MOST CITED SCHOLAR PUBLICATIONS

Complex hazard cascade culminating in the Anak Krakatau sector collapse
TR Walter, M Haghshenas Haghighi, FM Schneider, D Coppola, ...
Nature communications 10 (1), 4339 , 2019
2019
Citations: 206
Tsunami risk assessment in Indonesia
G Strunz, J Post, K Zosseder, S Wegscheider, M Mück, T Riedlinger, ...
Natural Hazards and Earth System Sciences 11 (1), 67-82 , 2011
2011
Citations: 198
Analysis of the dynamics of land use change and its prediction based on the integration of remotely sensed data and CA-Markov model, in the upstream Citarum Watershed, West …
F Yulianto, T Maulana, MR Khomarudin
International Journal of Digital Earth , 2019
2019
Citations: 92
Long-wave infrared identification of smoldering peat fires in Indonesia with nighttime Landsat data
CD Elvidge, M Zhizhin, FC Hsu, K Baugh, MR Khomarudin, Y Vetrita, ...
Environmental Research Letters 10 (6), 065002 , 2015
2015
Citations: 74
Detecting areas affected by flood using multi-temporal ALOS PALSAR remotely sensed data in Karawang, West Java, Indonesia
F Yulianto, P Sofan, A Zubaidah, KAD Sukowati, JM Pasaribu, ...
Natural Hazards 77 (2), 959-985 , 2015
2015
Citations: 59
Evaluating accuracy of four MODIS-derived burned area products for tropical peatland and non-peatland fires
Y Vetrita, MA Cochrane, Suwarsono, M Priyatna, KAD Sukowati, ...
Environmental Research Letters 16 (3), 035015 , 2021
2021
Citations: 58
Extracting the damaging effects of the 2010 eruption of Merapi volcano in Central Java, Indonesia
F Yulianto, P Sofan, MR Khomarudin, M Haidar
Natural hazards 66 (2), 229-247 , 2013
2013
Citations: 35
Characteristics of tsunami fragility functions developed using different sources of damage data from the 2018 Sulawesi earthquake and tsunami
E Mas, R Paulik, K Pakoksung, B Adriano, L Moya, A Suppasri, A Muhari, ...
Pure and Applied Geophysics 177 (6), 2437-2455 , 2020
2020
Citations: 34
Hazard analysis and estimation of people exposure as contribution to tsunami risk assessment in the west coast of Sumatra, the south coast of Java and Bali
MR Khomarudin, G Strunz, R Ludwig, K Zoßeder, J Post, W Kongko, ...
Zeitscrift fuer Geomorphologie, Supplementary Issues 54 (3), 337-356 , 2010
2010
Citations: 34
Analysis of the dynamics of coastal landform change based on the integration of remote sensing and GIS techniques: Implications for tidal flooding impact in Pekalongan, Central …
F Yulianto, T Maulana, MR Khomarudin
Quaestiones Geographicae 38 (3), 17-29 , 2019
2019
Citations: 27
Complex hazard cascade culminating in the Anak Krakatau sector collapse, Nat. Commun., 10, 4339
TR Walter, M Haghshenas Haghighi, FM Schneider, D Coppola, ...
2019
Citations: 27
Spatial-temporal dynamics land use/land cover change and flood hazard mapping in the upstream Citarum watershed, West Java, Indonesia
F Yulianto, UC Nugroho, NP Nugroho, W Sunarmodo, MR Khomarudin
Quaestiones Geographicae 39 (1), 125-146 , 2020
2020
Citations: 26
Multi-temporal remote sensing data and spectral indices analysis for detection tropical rainforest degradation: case study in Kapuas Hulu and Sintang districts, West Kalimantan …
P Sofan, Y Vetrita, F Yulianto, MR Khomarudin
Natural Hazards 80 (2), 1279-1301 , 2016
2016
Citations: 23
The dynamics of shoreline change analysis based on the integration of remote sensing and geographic information system (GIS) techniques in Pekalongan coastal area, Central Java …
F Yulianto, S Suwarsono, T Maulana, MR Khomarudin
Journal of Degraded and Mining Lands Management 6 (3), 1789 , 2019
2019
Citations: 22
Validasi hotspot MODIS di wilayah sumatera dan kalimantan berdasarkan data penginderaan jauh SPOT-4 tahun 2012
A Zubeidah, Y Vetrita, MR Khomarudin
Jurnal Penginderaan Jauh Dan Pengolahan Data Citra Digital 11 (1), 1-14 , 2014
2014
Citations: 20
Joint use of Sentinel-2 and Sentinel-1 data for rapid mapping of volcanic eruption deposits in Southeast Asia
A Orynbaikyzy, S Plank, Y Vetrita, S Martinis, I Santoso, RD Ismanto, ...
International Journal of Applied Earth Observation and Geoinformation 116 … , 2023
2023
Citations: 19
Spatial and temporal distribution of estimated surface runoff caused by land use/land cover changes in the upstream Citarum watershed, West Java, Indonesia.
F Yulianto, MR Khomarudin, E Hermawan, N Pujinugroho, GA Chulafak, ...
2022
Citations: 19
Informasi Sebaran Titik Panas Berbasis WebGIS untuk Pemantauan Kebakaran Hutan dan Lahan di Indonesia
T Hidayat, M Priyatna, A Sutanto, A Alkhudri, R Khomarudin
Jurnal Teknologi Lingkungan 20 (1), 105-112 , 2019
2019
Citations: 19
Observing the inundated area using Landsat-8 multitemporal images and determination of flood-prone area in Bandung basin
F Yulianto, S Sulma, MR Khomarudin
International Journal of Remote Sensing and Earth Sciences 15 (2), 131-140 , 2018
2018
Citations: 19
Tsunami Risk and Vulnerability
MR Khomarudin
lmu , 2010
2010
Citations: 19

muhammad rokhis khomarudin

RESEARCH INTERESTS

Scopus Publications

RECENT SCHOLAR PUBLICATIONS

MOST CITED SCHOLAR PUBLICATIONS