Embedded Files
Book Chapters
Book Chapters
Benitez, I.B., Ibañez, J.A., Lumabad III, C.D., Cañete, J.M., Principe, J.A. (2024). Comparison of CLOT-Adjusted AHI-8/9 and FY-4A Solar Irradiance Products for Solar PV Power Output Forecasting Using LSTM. In: Sayigh, A. (eds) Transition Towards a Carbon Free Future. Innovative Renewable Energy. Springer, Cham. https://doi.org/10.1007/978-3-031-61660-0_14. Access here.
Baloloy, A. B., Martinez, K. P., Blanco, A. C., Neri, E. P., Di, K., Diana Faith Burgos, Principe, J. A., Reyes, R. B., Salmo, S. G., & Kazuo Nadaoka. (2023). Mapping Multi-decadal Mangrove Forest Change in the Philippines: Vegetation Extent and Impacts of Anthropogenic and Climate-Related Factors. 217–248. https://doi.org/10.1007/978-3-031-28728-2_12. Access here.
Journal Papers
Journal Papers
Ibañez, J. A., Benitez, I. B., Cañete, J. M., Magadia, J. C., & Principe, J. A. (2023). Accuracy assessment of satellite-based and reanalysis solar irradiance data for solar PV output forecasting using SARIMAX. In Journal of Renewable and Sustainable Energy (Vol. 15, Issue 6). AIP Publishing. https://doi.org/10.1063/5.0160488. Access to paper here.
Benitez, I. B., Ibañez, J. A., Lumabad, C. I. D., Cañete, J. M., & Principe, J. A. (2023). "Day-Ahead Hourly Solar Photovoltaic Output Forecasting Using SARIMAX, Long Short-Term Memory, and Extreme Gradient Boosting: Case of the Philippines," Energies 16(23), 7823; https://doi.org/10.3390/en16237823
Benitez, I. B., Ibañez, J. A., Lumabad, C. D., Cañete, J. M., De los Reyes, F. N., & Principe, J. A. (2023). "A novel data gaps filling method for solar PV output forecasting," Journal of Renewable and Sustainable Energy, 15(4); https://doi.org/10.1063/5.0157570. Access to paper here.
Sakti, A.D., Fauzi, A.I., Wilwatikta, F.N., Rajagukguk, Y.S. , Sudhana, S.A., Yayusman, L.F., Syahid, L.N., Sritarapipat, T., Principe, J.A., Trang, N.T.Q., Sulistyawati, E., Utami, I., Arief, C.W., and Wikantika, K. (2020). “Multi-Source Remote Sensing Data Product Analysis: Investigating Anthropogenic and Naturogenic Impacts on Mangroves in Southeast Asia,” Remote Sens. 12, 2720; https://doi.org/10.3390/rs12172720.
Principe, J., Takeuchi, W. (2019). “Supply and Demand Assessment of Solar PV as Off-Grid Option in Asia Pacific Region with Remotely Sensed Data,” Remote Sens. 11, 2255; https://doi.org/10.3390/rs11192255.
Principe, J., Takeuchi, W. (2019). "Assessment of solar PV power potential over Asia Pacific region with remote sensing considering meteorological factors," Journal of Renewable and Sustainable Energy 11; https://doi.org/10.1063/1.5059335. Access to paper here.
Principe, J., Blanco, A. (2014). "SWAT Model for Assessment of Climate Change and Land Use/Land Cover Change Impact on Philippine Soil Loss and Exploration of Land Cover-Based Mitigation Measures: Case of Cagayan River Basin," ASEAN Engineering Journal Part C, 3(2), ISSN 2286-8150. JICA Project for AUN/SEED-Net. Access to paper here.
Conference Papers
Conference Papers
2019 to present
2019 to present
Marquez, A., Principe, J., & Seranilla, J. (2024). POTENTIAL ASSESSMENT OF VERTICAL SOLAR PV SYSTEMS FOR POWER PRODUCTION AND THERMAL PERFORMANCE IN TROPICAL BUILDING ENVELOPES. Proceedings of the 3rd International Symposium on One Health, One World (OHOW2024) (pp. 102-103). Selangor: Institut Kajian Perladangan (IKP). Access to conference proceedings here.
Principe, J. A., Arca, N., & Decena, C. (2024). MULTI-SCALE ASSESSMENT OF SOLAR FARM EXPANSION USING GEOSPATIAL DATA: A CASE OF TARLAC CITY AND TARLAC PROVINCE, PHILIPPINES. Proceedings of the 3rd International Symposium on One Health, One World (OHOW2024) (pp. 1-2). Selangor: Institut Kajian Perladangan (IKP). Access to conference proceedings here.
Principe, J. A. (2024). Modeling and Assessment of Solar Farm Expansion Using RS, GIS and Machine Learning Techniques: Case of Tarlac Province, Philippines. In 2024 International Conference on Sustainable Energy: Energy Transition and Net-Zero Climate Future (ICUE) (pp. 1–5). 2024 International Conference on Sustainable Energy: Energy Transition and Net-Zero Climate Future (ICUE). IEEE. https://doi.org/10.1109/icue63019.2024.10795515. Access to paper here.
Principe, J. A., Bauzon, M. D. A. I., Sotto, M. E., & Cañete, J. M. (2024). Nationwide Assessment of Solar PV Power Potential Using Geospatial Data and Collaborative Research with Higher Education Institutions: Case of the Philippines. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, X-5–2024, 135–141. https://doi.org/10.5194/isprs-annals-X-5-2024-135-2024
Principe, J. A., Ibañez, J. A., & Benitez, I. B. (2024). Collaborative Research for the Development of Localized Solar PV Output Forecasting Models for the Philippines Using Geospatial Data. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, X-5–2024, 143–150. https://doi.org/10.5194/isprs-annals-X-5-2024-143-2024
Duka, J. A., Traen, J. L., Sarmiento, C. J., & Principe, J. A. (2024). Estimating Cooling Energy Demand from Building Attributes and Environmental Parameters using 3D City Models. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, X-5–2024, 63–70. https://doi.org/10.5194/isprs-annals-X-5-2024-63-2024
Gavina, C. J. A., Ibañez, J. A., Benitez, I. B., Lumabad III, C. D., & Principe, J. A. (2024). ASSESSMENT OF REANALYSIS DATA FOR SOLAR PV OUTPUT FORECASTING IN THE PHILIPPINES: CASE OF PANGASINAN, NEGROS OCCIDENTAL, AND DAVAO DEL NORTE. In The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: Vol. XLVIII-4/W8-2023 (pp. 279–284). Copernicus GmbH. https://doi.org/10.5194/isprs-archives-xlviii-4-w8-2023-279-2024
Garcia, M. A. R., & Principe, J. A. (2024). ASSESSMENT OF FOREST DISTURBANCES USING REMOTE SENSING: CASE OF KALIWA RIVER FOREST RESERVE (KRFR), PHILIPPINES. In The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: Vol. XLVIII-4/W8-2023 (pp. 273–278)
Galoso, J. R. M., & Principe, J. A. (2024). DEVELOPMENT OF A GIS-BASED SYSTEM FOR IRRIGATION MANAGEMENT AND FLOW DISTRIBUTION. In The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: Vol. XLVIII-4/W8-2023 (pp. 267–272). Copernicus GmbH. https://doi.org/10.5194/isprs-archives-xlviii-4-w8-2023-267-2024
Dizon, A. A. A. S., Escosio, J. J. A., Sotto, M. E., Bauzon, M. D. A. I., Cañete, J. M., & Principe, J. A. (2024). SLOPE ANALYSIS OF CLOT-ADJUSTED SSI-FY4A DATA FOR SOLAR PV POWER POTENTIAL ASSESSMENT IN THE PHILIPPINES. In The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: Vol. XLVIII-4/W8-2023 (pp. 183–188). Copernicus GmbH. https://doi.org/10.5194/isprs-archives-xlviii-4-w8-2023-183-2024
Carrido, A. J. D. C., Melgarejo, J. S. R., Principe, J. A., & Medina, J. M. (2024). SITE SUITABILITY ANALYSIS OF SALT FARMS IN PANGASINAN USING GEOSPATIAL DATA AND ANALYTIC HIERARCHY PROCESS. In The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: Vol. XLVIII-4/W8-2023 (pp. 113–120). Copernicus GmbH. https://doi.org/10.5194/isprs-archives-xlviii-4-w8-2023-113-2024
Cañete, J. M., Benitez, I. B., Bauzon, M. D. A. I., Sotto, M. E., Ibañez, J. A., & Principe, J. A. (2024). DEVELOPMENT OF A WEBGIS FOR SOLAR PV RESOURCE AND INSTALLATION ASSESSMENT USING GEOSPATIAL TECHNOLOGIES. In The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: Vol. XLVIII-4/W8-2023 (pp. 107–112). Copernicus GmbH. https://doi.org/10.5194/isprs-archives-xlviii-4-w8-2023-107-2024
Candido, C. G., & Principe, J. A. (2024). DUAL-POLARIMETRIC DECOMPOSITION OF SENTINEL-1 SAR IMAGE AND MACHINE LEARNING MODEL FOR OIL SPILL DETECTION: CASE OF MINDORO OIL SPILL. In The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: Vol. XLVIII-4/W8-2023 (pp. 101–106). Copernicus GmbH. https://doi.org/10.5194/isprs-archives-xlviii-4-w8-2023-101-2024
Benitez, I. B., Repedro, K. I., & Principe, J. A. (2024). ASSESSMENT OF SOLAR PV OUTPUT PERFORMANCE WITH VARYING TILT ANGLES AND WEATHER DATA FROM ERA5: CASE OF MUNTINLUPA CITY, PHILIPPINES. In The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: Vol. XLVIII-4/W8-2023 (pp. 47–52). Copernicus GmbH. https://doi.org/10.5194/isprs-archives-xlviii-4-w8-2023-47-2024
Narciso, G., & Principe, J. (2024). Land Cover Change Analysis of Carrascal, Madrid and Cantilan Mining Sites in Surigao del Sur Using Remote Sensing. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLVIII-4/W8-2023, 379–386. https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-379-2024
Sotto, M., Bauzon, M., Cañete, J., & Principe, J. (2024). Comparative Analysis of CLOT-Adjusted AHI-8/9 and FY-4A Solar Radiation Data for Solar PV Power Potential Assessment in the Philippines. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLVIII-4/W8-2023, 425–430. https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-425-2024
Tumaneng, R., Morico, K., & Principe, J. (2024). Remote Sensing and Google Earth Engine for Rapid Flood Mapping and Damage Assessment: A Case of Typhoon Goni (Rolly) and Vamco (Ulysses). The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLVIII-4/W8-2023, 445–452. https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-445-2024
Dalagan, A. G., & Principe, J. A. (2024). Spatial Inventory of Solar Photovoltaic (PV) Installations Using Remote Sensing and Machine Learning: Case of Pampanga Province, Philippines. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLVIII-4-W9-2024, 115–123. https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-115-2024
Sotto, M. E., Ibañez, J. A., Benitez, I. B., & Principe, J. A. (2023). Assessment of Potential Solar PV Output Derived from Remotely-sensed Solar Irradiance Data and Different Tilt Angles. 2023 Asian Conference on Remote Sensing (ACRS2023), Taipei, Taiwan. Access: https://drive.google.com/file/d/1XkfYZTXG5PIEEegrXzZQeYuKxJZPEDq0/view?usp=share_link
Principe, J. A., Bauzon, Ma. D. A. I., Sotto, M. E., & Cañete, J. M. (2023). Remote Sensing-Based Estimation of Potential Solar PV Power Output Considering the Effects of High Temperature, Dust and Precipitation: Case of the Philippines. In 2023 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia). 2023 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia). IEEE. https://doi.org/10.1109/icpsasia58343.2023.10294345. Access: https://ieeexplore.ieee.org/document/10294345.
Principe, J. A., Gerna, L. G., Benitez, I. B., Ibañez, J. A., Cañete, J. M., & Mercado, C. C. (2023). Outdoor Performance Analysis of Mono-Si and Poly-Si Solar PV Panels in the Philippines. In 2023 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia). 2023 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia). IEEE. https://doi.org/10.1109/icpsasia58343.2023.10294441. Access: https://ieeexplore.ieee.org/document/10294441.
Principe, J. A., Sotto, M. E., and Benitez, I. B.: ASSESSMENT OF CROPLAND TRANSITION TO SOLAR FARMS AND OTHER LAND USE/COVER USING RS, GIS AND ANN-CA, 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, 2023.
Sotto, M., Bauzon, M.D.A., Cañete, J., Principe, J. (2023). “AHI-8 SWR Adjustment using CLOT-derived Correction Factor for Solar PV Power Potential Assessment in the Philippines”. Proceedings of the 31st IIS Forum. pp. 5-12. Tokyo: IIS-The University of Tokyo. Access to paper here.
Principe, J. (2023). “Assessment of Socioeconomic Impacts of LULC Conversion to Solar Farms Using Remotely Sensed Data: Case of Tarlac and Cebu, Philippines”. Proceedings of the 31st IIS Forum. pp. 33-38. Tokyo: IIS-The University of Tokyo. Access to paper here
I. Benitez, L. Gerna, J. Ibañez, J. Principe and F. De Los Reyes, "Use of SARIMAX Model for Solar PV Power Output Forecasting in Baguio City, Philippines," 2022 International Conference and Utility Exhibition on Energy, Environment and Climate Change (ICUE), Pattaya, Thailand, 2022, pp. 1-7, doi: 10.1109/ICUE55325.2022.10113538. Access: https://ieeexplore.ieee.org/document/10113538.
Bauzon, M.D.A., Sotto, M., Cañete, J., Masa, J.L., Principe, J. (2022). “SPATIAL ANALYSIS AND CHARACTERIZATION OF DUST PARTICLES USING REMOTELY-SENSED DATA AND ITS EFFECTS ON SOLAR PV POWER PRODUCTION: CASE OF THE PHILIPPINES”. Proceedings of the 43rd Asian Conference on Remote Sensing. Ulaanbaatar: Asian Association on Remote Sensing. Access to paper here.
Principe, J. (2022). “EXPLORING LAND COVER TRANSITION TO SOLAR FARMS AND ITS IMPACT ON NIGHTTIME LIGHTS USING RS AND GIS”. Proceedings of the 43rd Asian Conference on Remote Sensing. Ulaanbaatar: Asian Association on Remote Sensing. Access to paper here.
Benitez, I., Sotto, M., Bauzon, M.D.A., Santos, J.A., Principe, J. (2022). “Preliminary Analysis on the Difference Between Solar PV Power Output Forecasts Derived from Remotely Sensed and In-Situ Solar Radiation Data”. Proceedings of the 30th IIS Forum. pp. 47-54. Tokyo: IIS-The University of Tokyo. Access to paper here.
Bauzon, M.D.A., Sotto, M., Santos, J.A., Principe, J. (2022). “Spatial Analysis on Solar PV Potential Hotspots using Himawari-8 SWR data and Locations of Existing Solar PV Projects: Case of the Philippines”. Proceedings of the 30th IIS Forum. pp. 29-36. Tokyo: IIS-The University of Tokyo.Access to paper here.
Tatlonghari, C. A. and Principe, J. A.: GIS-BASED THERMAL LOAD ESTIMATION OF BUILDINGS IN THE NATIONAL SCIENCE COMPLEX, UP DILIMAN, 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, 2021.
Solidum, K. A., Principe, J. A., and Ang, M. R. C. O.: 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, 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, 2021.
Gonzaga, M. L. R., Wong, M. T. S., Blanco, A. C., and Principe, J. A.: UTILIZATION OF SENTINEL-2 IMAGERY IN THE ESTIMATION OF PLASTICS AMONG FLOATING DEBRIS ALONG THE COAST OF MANILA BAY, 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, 2021.
de Luna, A. D., Pascual, C. E. B., Principe, J. A., and Ang, M. R. C. O.: COST-BENEFIT ANALYSIS OF CONVERTING AGRICULTURAL LAND INTO SOLAR FARM USING RS & GIS: CASE OF TARLAC PROVINCE, 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, 2021
De Los Santos, M. J. D. and Principe, J. A.: GIS-BASED RAPID EARTHQUAKE EXPOSURE AND VULNERABILITY MAPPING USING LIDAR DEM AND MACHINE LEARNING ALGORITHMS: CASE OF PORAC, PAMPANGA, 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, 2021.
Dalagan, A. C. and Principe, J. A.: GIS-BASED LANDSLIDE VOLUME ESTIMATION USING DIGITAL TERRAIN MODELS DERIVED FROM LIDAR AND RADAR SYSTEMS: CASE OF PIDIGAN, ABRA, 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, 2021.
Celiz, M. A. D. A., Landero, R. R., Principe, J. A., and Ang, M. R. C. O.: ACCURACY ASSESSMENT OF FY-4A FIRE/HOTSPOT (FHS) PRODUCT IN WILDFIRE DETECTION, 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, 2021.
Pasaje, N. A., Principe, J. (2021). “Assessment of Changes in Shoreline Morphology Using LiDAR and High-Resolution Satellite Image: Case of Cagayan De Oro City, Philippines”. The 29th IIS Forum. Tokyo: IIS-The University of Tokyo. Access to paper here.
Aceron, J.C., Dalagan, A.G., De Los Santos, M.J., Dizon, L, Principe, J. (2021). “Exploring the Impacts of Community Lockdown due to COVID-19 on Human Activities in Metro Manila Using Spatiotemporal Analysis of Nighttime Light Data”. The 29th IIS Forum. Tokyo: IIS-The University of Tokyo. Access to paper here.
Principe, J., Blanco, A., Ang, M.R.C. (2021). “Project SINAG: Solar PV Resource and Installation Assessment Using Geospatial Technologies”. The 29th IIS Forum. Tokyo: IIS-The University of Tokyo. Access to paper here.
Principe, J. A. and Takeuchi, W.: ASSESSMENT OF SOLAR PV POWER POTENTIAL IN THE ASIA PACIFIC REGION WITH REMOTE SENSING CONSIDERING THE EFFECTS OF HIGH TEMPERATURE, DUST AND SNOW, Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4/W19, 339–346, https://doi.org/10.5194/isprs-archives-XLII-4-W19-339-2019, 2019.
Principe, J., Takeuchi, W. (2019). “Supply and Demand Analysis of Solar PV as Off-Grid Option in the Asia Pacific Region with Remote Sensing and GIS”. The 2019 International Symposium on Remote Sensing. Taipei: CSPRS, KSRS, RSSJ. Access to paper here.
2018 and earlier
2018 and earlier
Principe, J., Takeuchi, W. (2018). “Dust Analysis and its Effects On Solar PV Power Potential in the Asia Pacific Region Using Modis Time-Series from 2001-2017”. The 39th Asian Conference on Remote Sensing. Kuala Lumpur: AARS. Access to paper here.
Principe, J., Takeuchi, W. (2018). “Assessment of Solar PV Power Potential Over Asia Pacific Region with AHI8”. The 2018 International Symposium on Remote Sensing. Pyeongchang: CSPRS, KSRS, RSSJ. Access to paper here.
Principe, J. (2014). "Modeling the Effects of Land Use/Land Cover (LULC) Change to River Discharge Using Remote Sensing, GIS and SWAT Model.” The 2014 Professorial Chair Colloquium. UP Diliman. Access to paper here.
Principe, J., Blanco, A., Yamamoto, T., Nadaoka, K. (2013). “Improved Classification of Moderate Resolution Satellite Image Using Band Ratio, NBAI and PC Transform”. The 34rd Asian Conference on Remote Sensing. Bali: AARS. Access to paper here.
Principe, J., & Blanco, A. (2012). “Integrated Use of Remote Sensing, GIS and SWAT Model to Explore Climate Change Effects on River Discharge in the Cagayan River Basin and Land Cover-Based Adaptation Measures”. The 33rd Asian Conference on Remote Sensing. Pattaya: AARS. Access to paper here.
Principe, J., & Blanco, A. (2012). “Climate Change Impact Assessment on Soil Loss Rate in a Large River Basin Using SWAT Model, RS and GIS”. The 5th AUN/SEED-Net Regional Conference on Global Environment. Bandung: AUN/SEED-Net. Access to paper here.
Principe, J. A.: EXPLORING CLIMATE CHANGE EFFECTS ON WATERSHED SEDIMENT YIELD AND LAND COVER-BASED MITIGATION MEASURES USING SWAT MODEL, RS AND GIS: CASE OF CAGAYAN RIVER BASIN, PHILIPPINES, Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XXXIX-B8, 193–198, https://doi.org/10.5194/isprsarchives-XXXIX-B8-193-2012, 2012.
Caparas, A., Galeon, F., Cruz, A. M., Principe, J., & Dela Cruz, V. (2009). “Data Build up and Transformation of Cadastral Data from Different Local Plane Coordinate System to PPCS-TM/PRS92”. 7th FIG Regional Conference. Hanoi: FIG. Access to paper here.
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