DUAL-POLARIMETRIC DECOMPOSITION OF SENTINEL-1 SAR IMAGE AND MACHINE LEARNING MODEL FOR OIL SPILL DETECTION: CASE OF MINDORO OIL SPILL

Candido, C. G.; Principe, J. A.

doi:10.5194/isprs-archives-XLVIII-4-W8-2023-101-2024

Spatiotemporal Modeling of Lava Dome Evolution of Mt. Mayon during its 2023 Eruption using Remote Sensing Data

Aris Paolo A. Castro, Paula Mae C. Jatulan, Jeark A. Principe, and Ayin M. Tamondong

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5-W4-2025, 159–164, https://doi.org/10.5194/isprs-annals-X-5-W4-2025-159-2026,https://doi.org/10.5194/isprs-annals-X-5-W4-2025-159-2026, 2026

Assessment of Groundwater Potential in North-Central Palawan using Remote Sensing and Geophysical Analysis of Fractured Basement Aquifers

Joshua Godwin Cuevas, John Esteban E. Cari, Jeark A. Principe, Ayin M. Tamondong, Carla B. Dimalanta, and Leo T. Armada

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5-W4-2025, 197–203, https://doi.org/10.5194/isprs-annals-X-5-W4-2025-197-2026,https://doi.org/10.5194/isprs-annals-X-5-W4-2025-197-2026, 2026

Mapping of Potential Alteration Zones for Mineralization Prospects Using Remotely Sensed Data: Case of Mankayan Mineral District, Benguet in Cordillera Administrative Region (CAR), Philippines

Carleen Joy T. Gatdula, Aeron Elvin C. Dela Cruz, Jeark A Principe, Czar Jakiri S. Sarmiento, and Karlo L. Queaño

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5-W4-2025, 269–276, https://doi.org/10.5194/isprs-annals-X-5-W4-2025-269-2026,https://doi.org/10.5194/isprs-annals-X-5-W4-2025-269-2026, 2026

Development of the Integrated Rural Access Index (iRAI) using Remote Sensing and GIS

Ian Joshua A. Villar and Jeark A. Principe

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5-W4-2025, 417–424, https://doi.org/10.5194/isprs-annals-X-5-W4-2025-417-2026,https://doi.org/10.5194/isprs-annals-X-5-W4-2025-417-2026, 2026

Advancing Blue Carbon Knowledge: Leveraging Geomatics for Capacity Building through the BlueCARES Project

Kayziel Martinez, Ariel Blanco, Ayin Tamondong, Christian Candido, and Kazuo Nadaoka

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-5-2024, 55–60, https://doi.org/10.5194/isprs-archives-XLVIII-5-2024-55-2024,https://doi.org/10.5194/isprs-archives-XLVIII-5-2024-55-2024, 2024

DRONES4BLUECARBONSEAGRASS: A Capacity-Building Program for Mapping Seagrasses using Unmanned Aerial System (UAS) Technology in the Philippines

Christian Candido, Ariel Blanco, Ayin Tamondong, Kayziel Martinez, and Kazuo Nadaoka

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5-2024, 9–15, https://doi.org/10.5194/isprs-annals-X-5-2024-9-2024,https://doi.org/10.5194/isprs-annals-X-5-2024-9-2024, 2024

Estimating Cooling Energy Demand from Building Attributes and Environmental Parameters using 3D City Models

Justine Anne Duka, John Lester Traen, Czar Jakiri Sarmiento, and Jeark Principe

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5-2024, 63–70, https://doi.org/10.5194/isprs-annals-X-5-2024-63-2024,https://doi.org/10.5194/isprs-annals-X-5-2024-63-2024, 2024

Nationwide Assessment of Solar PV Power Potential Using Geospatial Data and Collaborative Research with Higher Education Institutions: Case of the Philippines

Jeark A. Principe, Ma. Divina Angela I. Bauzon, Marielle E. Sotto, and Jayson M. Cañete

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5-2024, 135–141, https://doi.org/10.5194/isprs-annals-X-5-2024-135-2024,https://doi.org/10.5194/isprs-annals-X-5-2024-135-2024, 2024

Collaborative Research for the Development of Localized Solar PV Output Forecasting Models for the Philippines Using Geospatial Data

Jeark A. Principe, Jessa A. Ibañez, and Ian B. Benitez

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5-2024, 143–150, https://doi.org/10.5194/isprs-annals-X-5-2024-143-2024,https://doi.org/10.5194/isprs-annals-X-5-2024-143-2024, 2024

Towards Nationwide Mapping of Seagrasses in the Philippines: Empowering Students through Remote Sensing Education

Ayin Tamondong, Ariel Blanco, Kayziel Martinez, Christian Candido, and Kazuo Nadaoka

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5-2024, 205–211, https://doi.org/10.5194/isprs-annals-X-5-2024-205-2024,https://doi.org/10.5194/isprs-annals-X-5-2024-205-2024, 2024

Validating The Philippine Mangrove Map 2023 through Capacity Building and Crowdsourcing

Cristan Dave Chan Zablan, Kristine Muarip Bantay, Ariel C. Blanco, Agatha Maxine Bedi, Dominic Cabanlit Fargas Jr., and Christian Gumbao Candido

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5-2024, 243–250, https://doi.org/10.5194/isprs-annals-X-5-2024-243-2024,https://doi.org/10.5194/isprs-annals-X-5-2024-243-2024, 2024

DEVELOPMENT OF A GIS-BASED SYSTEM FOR IRRIGATION MANAGEMENT AND FLOW DISTRIBUTION

J. R. M. Galoso and J. A. Principe

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 267–272, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-267-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-267-2024, 2024

ASSESSMENT OF FOREST DISTURBANCES USING REMOTE SENSING: CASE OF KALIWA RIVER FOREST RESERVE (KRFR), PHILIPPINES

M. A. R. Garcia and J. A. Principe

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 273–278, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-273-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-273-2024, 2024

ASSESSMENT OF REANALYSIS DATA FOR SOLAR PV OUTPUT FORECASTING IN THE PHILIPPINES: CASE OF PANGASINAN, NEGROS OCCIDENTAL, AND DAVAO DEL NORTE

C. J. A. Gavina, J. A. Ibañez, I. B. Benitez, C. D. Lumabad III, and J. A. Principe

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 279–284, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-279-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-279-2024, 2024

LAND COVER CHANGE ANALYSIS OF CARRASCAL, MADRID AND CANTILAN MINING SITES IN SURIGAO DEL SUR USING REMOTE SENSING

G. A. M. Narciso and J. A. Principe

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 379–386, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-379-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-379-2024, 2024

COMPARATIVE ANALYSIS OF CLOT-ADJUSTED AHI-8/9 AND FY-4A SOLAR RADIATION DATA FOR SOLAR PV POWER POTENTIAL ASSESSMENT IN THE PHILIPPINES

M. E. Sotto, M. D. A. I. Bauzon, J. M. Cañete, and J. A. Principe

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 425–430, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-425-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-425-2024, 2024

REMOTE SENSING AND GOOGLE EARTH ENGINE FOR RAPID FLOOD MAPPING AND DAMAGE ASSESSMENT: A CASE OF TYPHOON GONI (ROLLY) AND VAMCO (ULYSSES)

R. D. Tumaneng, K. E. R. Morico, and J. A. Principe

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 445–452, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-445-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-445-2024, 2024

ASSESSMENT OF SOLAR PV OUTPUT PERFORMANCE WITH VARYING TILT ANGLES AND WEATHER DATA FROM ERA5: CASE OF MUNTINLUPA CITY, PHILIPPINES

I. B. Benitez, K. I. Repedro, and J. A. Principe

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 47–52, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-47-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-47-2024, 2024

MULTISOURCE AND MULTITEMPORAL LAND COVER MAPPING OF GREATER LUZON ISLAND USING GOOGLE EARTH ENGINE

C. G. Candido, A. C. Blanco, N. J. B. Borlongan, and R. M. de la Cruz

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 93–99, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-93-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-93-2024, 2024

DEVELOPMENT OF A WEBGIS FOR SOLAR PV RESOURCE AND INSTALLATION ASSESSMENT USING GEOSPATIAL TECHNOLOGIES

J. M. Cañete, I. B. Benitez, M. D. A. I. Bauzon, M. E. Sotto, J. A. Ibañez, and J. A. Principe

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 107–112, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-107-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-107-2024, 2024

SITE SUITABILITY ANALYSIS OF SALT FARMS IN PANGASINAN USING GEOSPATIAL DATA AND ANALYTIC HIERARCHY PROCESS

A. J. D. C. Carrido, J. S. R. Melgarejo, J. A. Principe, and J. M. Medina

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 113–120, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-113-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-113-2024, 2024

DEVELOPMENT OF METHODOLOGY FOR MONITORING AND ASSESSING THE NATIONAL GREENING PROGRAM USING OPTICAL AND SAR DATA

R. R. Diwa, N. J. B. Borlongan, J. I. A. Tabardillo, A. J. C. Sabuito, C. G. Candido, R. M. de la Cruz, and A. C. Blanco

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 175–181, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-175-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-175-2024, 2024

SLOPE ANALYSIS OF CLOT-ADJUSTED SSI-FY4A DATA FOR SOLAR PV POWER POTENTIAL ASSESSMENT IN THE PHILIPPINES

A. A. A. S. Dizon, J. J. A. Escosio, M. E. Sotto, M. D. A. I. Bauzon, J. M. Cañete, and J. A. Principe

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 183–188, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-183-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-183-2024, 2024

SPATIAL INVENTORY OF SOLAR PHOTOVOLTAIC (PV) INSTALLATIONS USING REMOTE SENSING AND MACHINE LEARNING: CASE OF PAMPANGA PROVINCE, PHILIPPINES

A. G. Dalagan and J. A. Principe

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W9-2024, 115–123, https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-115-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-115-2024, 2024

ASSESSMENT OF CROPLAND TRANSITION TO SOLAR FARMS AND OTHER LAND USE/COVER USING RS, GIS AND ANN-CA

J. A. Principe, M. E. Sotto, and I. B. Benitez

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-1-2023, 255–261, https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-255-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-255-2023, 2023

ACCURACY ASSESSMENT OF FY-4A FIRE/HOTSPOT (FHS) PRODUCT IN WILDFIRE DETECTION

M. A. D. A. Celiz, R. R. Landero, J. A. Principe, and M. R. C. O. Ang

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W6-2021, 91–96, https://doi.org/10.5194/isprs-archives-XLVI-4-W6-2021-91-2021,https://doi.org/10.5194/isprs-archives-XLVI-4-W6-2021-91-2021, 2021

GIS-BASED LANDSLIDE VOLUME ESTIMATION USING DIGITAL TERRAIN MODELS DERIVED FROM LIDAR AND RADAR SYSTEMS: CASE OF PIDIGAN, ABRA

A. C. Dalagan and J. A. Principe

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W6-2021, 109–115, https://doi.org/10.5194/isprs-archives-XLVI-4-W6-2021-109-2021,https://doi.org/10.5194/isprs-archives-XLVI-4-W6-2021-109-2021, 2021

GIS-BASED RAPID EARTHQUAKE EXPOSURE AND VULNERABILITY MAPPING USING LIDAR DEM AND MACHINE LEARNING ALGORITHMS: CASE OF PORAC, PAMPANGA

M. J. D. De Los Santos and J. A. Principe

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W6-2021, 125–132, https://doi.org/10.5194/isprs-archives-XLVI-4-W6-2021-125-2021,https://doi.org/10.5194/isprs-archives-XLVI-4-W6-2021-125-2021, 2021

COST-BENEFIT ANALYSIS OF CONVERTING AGRICULTURAL LAND INTO SOLAR FARM USING RS & GIS: CASE OF TARLAC PROVINCE

A. D. de Luna, C. E. B. Pascual, J. A. Principe, and M. R. C. O. Ang

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W6-2021, 133–140, https://doi.org/10.5194/isprs-archives-XLVI-4-W6-2021-133-2021,https://doi.org/10.5194/isprs-archives-XLVI-4-W6-2021-133-2021, 2021

UTILIZATION OF SENTINEL-2 IMAGERY IN THE ESTIMATION OF PLASTICS AMONG FLOATING DEBRIS ALONG THE COAST OF MANILA BAY

M. L. R. Gonzaga, M. T. S. Wong, A. C. Blanco, and J. A. Principe

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W6-2021, 177–184, https://doi.org/10.5194/isprs-archives-XLVI-4-W6-2021-177-2021,https://doi.org/10.5194/isprs-archives-XLVI-4-W6-2021-177-2021, 2021

DEVELOPMENT OF THE MASDAN MOBILE APPLICATION AND WEB-BASED GIS INTERFACE FOR THE MONITORING AND MANAGEMENT OF THE MANILA BAY ENVIRONMENT

G. A. M. Narciso, D. C. Fargas Jr., C. G. Candido, J. M. Medina, M. L. P. Tinio, and A. C. Blanco

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W6-2021, 227–234, https://doi.org/10.5194/isprs-archives-XLVI-4-W6-2021-227-2021,https://doi.org/10.5194/isprs-archives-XLVI-4-W6-2021-227-2021, 2021

ESTIMATION OF NITROGEN DIOXIDE (NO₂) CONCENTRATION USING FENGYUN-4A DUST STORM DETECTION (FY-4A DSD) PRODUCT DURING THE COVID-19 LOCKDOWN IN METRO MANILA, PHILIPPINES

K. A. Solidum, J. A. Principe, and M. R. C. O. Ang

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W6-2021, 273–279, https://doi.org/10.5194/isprs-archives-XLVI-4-W6-2021-273-2021,https://doi.org/10.5194/isprs-archives-XLVI-4-W6-2021-273-2021, 2021

GIS-BASED THERMAL LOAD ESTIMATION OF BUILDINGS IN THE NATIONAL SCIENCE COMPLEX, UP DILIMAN

C. A. Tatlonghari and J. A. Principe

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W6-2021, 289–294, https://doi.org/10.5194/isprs-archives-XLVI-4-W6-2021-289-2021,https://doi.org/10.5194/isprs-archives-XLVI-4-W6-2021-289-2021, 2021

DUAL-POLARIMETRIC DECOMPOSITION OF SENTINEL-1 SAR IMAGE AND MACHINE LEARNING MODEL FOR OIL SPILL DETECTION: CASE OF MINDORO OIL SPILL

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