ESTIMATING AIRBORNE PARTICULATE MATTER IN THE NATIONAL CAPITAL REGION, PHILIPPINES USING MULTIPLE LINEAR REGRESSION AND GRADIENT BOOSTING ALGORITHM ON MODIS MAIAC AEROSOL OPTICAL DEPTH

Torres, R. A. B.; Ramos, R. V.; Recto, B. A. B.; Tamondong, A. M.; Jiao, B. J. D.; Cayetano, M. G.

doi:https://doi.org/10.5194/isprs-annals-X-4-W1-2022-729-2023

SUPERVISED IMAGE CLASSIFICATION MODEL FOR CORAL BLEACHING DETECTION USING A BI-TEMPORAL SENTINEL-2 IMAGE STACK

G. A. M. Narciso, A. M. Tamondong, A. C. Blanco, T. Nakamura, and K. Nadaoka

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 395–401, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-395-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-395-2024, 2024

TYPHOON KARDING (NORU) STORM SURGE ANALYSIS USING THE COAWST MODELING SYSTEM

L. I. J. Nioko, K. M. C. Tablang, A. M. Tamondong, M. R. C. O. Ang, and D. M. Bautista

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 403–410, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-403-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-403-2024, 2024

DEVELOPMENT OF A WEB PLATFORM FOR AIR QUALITY MONITORING

R. Sta. Ana, K. A. Panlilio, R. V. Ramos, R. A. B. Torres, and B. A. B. Recto

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 431–436, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-431-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-431-2024, 2024

DEVELOPMENT OF LAND-USE REGRESSION MODELS FOR PARTICULATE MATTER ESTIMATION IN NATIONAL CAPITAL REGION, PHILIPPINES

R. A. B. Torres, R. V. Ramos, B. A. B. Recto, and A. M. Tamondong

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 437–444, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-437-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-437-2024, 2024

TIME-SERIES ANALYSIS OF SATELLITE-BASED TRACE GASES CONCENTRATIONS IN PORT AREAS IN THE PHILIPPINES USING SENTINEL-5P

L. A. Aporto, M. Latunio, R. V. Ramos, and A. M. Tamondong

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 9–16, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-9-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-9-2024, 2024

ESCAPE: EVACUATION SIMULATION USING COGNITIVE AGENT-BASED MODELING ON POSSIBLE EARTHQUAKE IN GAMA PLATFORM FOR THE CASE OF KALAYAAN RESIDENCE HALL

P. C. Barbosa, E. G. Macatulad, and R. V. Ramos

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 39–46, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-39-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-39-2024, 2024

3D RECONSTRUCTION OF THE FORT SANTIAGO DUNGEONS USING HANDHELD LASER SCANNING METHOD

P. L. Borrega, Y. A. Felisilda, C. J. Sarmiento, and A. Tamondong

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 69–75, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-69-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-69-2024, 2024

GIS-BASED REGRESSION ANALYSIS OF AIR QUALITY AND LAND SURFACE TEMPERATURE IN METRO MANILA AIRSHEDS

M. J. Broqueza, L. M. Cruz, M. Mana-ay, A. M. Jamboy, and R. V. Ramos

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 77–83, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-77-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-77-2024, 2024

INVESTIGATING THE RELATIONSHIP OF WATER QUALITY ON LAND COVER CHANGE IN BORACAY ISLAND

D. B. Cabuyadao, C. P. Paladin, A. M. Tamondong, and J. M. Medina

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 85–92, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-85-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-85-2024, 2024

TREE PLANTING PRIORITIZATION IN NATIONAL CAPITAL REGION, PHILIPPINES USING REMOTE SENSING, ANALYTIC HIERARCHY PROCESS AND GIS

J. Casisirano, M. Tuminting, R. V. Ramos, and J. M. Medina

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 121–127, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-121-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-121-2024, 2024

IDENTIFYING ILLUMINATION COVERAGE IN UP DILIMAN CAMPUS USING GIS

A. A. Castillo, K. Dizon, S. Pascual, and R. V. Ramos

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 129–134, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-129-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-129-2024, 2024

SIMULATING THE EFFECTS OF EURO 4 DIESEL-POWERED ENGINE JEEPNEYS ON AIR QUALITY AND UNDERSTANDING ESTIMATED HEALTH RISK TOWARDS SUSTAINABLE TRANSPORTATION

J. D. de Guinto, A. H. Dela Rea, B. M. V. Galang, H. R. A. Rodriguez, D. B. Sibal, and R. V. Ramos

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 149–156, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-149-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-149-2024, 2024

OPTIMIZING FOOD SERVICE ALLOCATION FOR UNIVERSITY OF THE PHILIPPINES (UP) DORMITORIES USING LOCATION-ALLOCATION NETWORK ANALYSIS

S. K. B. de Vera, J. D. C. Maclang, J. G. Mariano, and R. V. Ramos

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 163–168, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-163-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-163-2024, 2024

FISHPOND STATUS MAPPING USING RADAR REMOTE SENSING

J. B. L. C. Dumalag, A. C. Blanco, and A. M. Tamondong

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W8-2023, 195–202, https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-195-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-195-2024, 2024

SPATIO-TEMPORAL CHARACTERIZATION OF MANILA BAY USING OPTICAL WATER TYPE AND WATER QUALITY MAPPING USING SENTINEL-3 OLCI IMAGES

J. M. Medina, R. L. Jalbuena, R. A. B. Torres, and A. C. Blanco

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W6-2022, 223–230, https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-223-2023,https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-223-2023, 2023

HOTSPOT ANALYSIS AND COMPARISON BETWEEN SATELLITE-DERIVED AEROSOL OPTICAL DEPTH AND GROUND-BASED PARTICULATE MATTER MEASUREMENTS IN METRO MANILA

B. A. B. Recto, R. A. B. Torres, R. V. Ramos, A. M. Tamondong, M. G. Cayetano, and B. J. D. Jiao

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W1-2022, 639–645, https://doi.org/10.5194/isprs-annals-X-4-W1-2022-639-2023,https://doi.org/10.5194/isprs-annals-X-4-W1-2022-639-2023, 2023

MODELLING THE CHLOROPHYLL-A CONCENTRATION OF LAGUNA LAKE USING HIMAWARI-8 SATELLITE IMAGERY AND MACHINE LEARNING ALGORITHMS FOR NEAR REAL TIME MONITORING

E. R. G. Martinez, R. J. L. Argamosa, R. B. Torres, and A. C. Blanco

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W3-2021, 211–214, https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-211-2022,https://doi.org/10.5194/isprs-archives-XLVI-4-W3-2021-211-2022, 2022

VEHICLE DENSITY ESTIMATION IN QUEZON CITY USING OBJECT-BASED FEATURE EXTRACTION ON SATELLITE IMAGES

H. B. Banaag, M. S. Litana, and R. V. Ramos

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W6-2021, 57–63, https://doi.org/10.5194/isprs-archives-XLVI-4-W6-2021-57-2021,https://doi.org/10.5194/isprs-archives-XLVI-4-W6-2021-57-2021, 2021

DEVELOPMENT OF THE IM4MANILABAY MAPABLE WEB PORTAL

N. B. Gatdula, B. J. D. Jiao, J. A. Laurente, A. C. Blanco, J. M. Medina, D. Fargas, and G. A. Narciso

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W6-2021, 169–176, https://doi.org/10.5194/isprs-archives-XLVI-4-W6-2021-169-2021,https://doi.org/10.5194/isprs-archives-XLVI-4-W6-2021-169-2021, 2021

PRELIMINARY INVESTIGATION ON CHLOROPHYLL-A AND TOTAL SUSPENDED MATTER CONCENTRATION IN MANILA BAY USING HIMAWARI-8 AHI AND SENTINEL-3 OLCI C2RCC

R. B. Torres and A. C. Blanco

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W6-2021, 303–311, https://doi.org/10.5194/isprs-archives-XLVI-4-W6-2021-303-2021,https://doi.org/10.5194/isprs-archives-XLVI-4-W6-2021-303-2021, 2021

TIME SERIES ANALYSIS FOR MONITORING SEAGRASS HABITAT AND ENVIRONMENT IN BUSUANGA, PHILIPPINES USING GOOGLE EARTH ENGINE

A. Tamondong, T. Nakamura, T. E. A. Quiros, and K. Nadaoka

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 109–116, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-109-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-109-2021, 2021

INVESTIGATING THE EFFECTS OF RIVER DISCHARGES ON SUBMERGED AQUATIC VEGETATION USING UAV IMAGES AND GIS TECHNIQUES

A. Tamondong, T. Nakamura, Y. Kobayashi, M. Garcia, and K. Nadaoka

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-5-2020, 93–99, https://doi.org/10.5194/isprs-annals-V-5-2020-93-2020,https://doi.org/10.5194/isprs-annals-V-5-2020-93-2020, 2020

OPTMIZATION OF BIO-OPTICAL MODEL PARAMETERS FOR TURBID LAKE WATER QUALITY ESTIMATION USING LANDSAT 8 AND WASI-2D

A. Manuel, A. C. Blanco, A. M. Tamondong, R. Jalbuena, O. Cabrera, and P. Gege

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3-W11, 67–72, https://doi.org/10.5194/isprs-archives-XLII-3-W11-67-2020,https://doi.org/10.5194/isprs-archives-XLII-3-W11-67-2020, 2020

CORRELATION OF UAV-BASED MULTISPECTRAL VEGETATION INDICES AND LEAF COLOR CHART OBSERVATIONS FOR NITROGEN CONCENTRATION ASSESSMENT ON RICE CROPS

C. M. Bacsa, R. M. Martorillas, L. P. Balicanta, and A. M. Tamondong

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 31–38, https://doi.org/10.5194/isprs-archives-XLII-4-W19-31-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W19-31-2019, 2019

DETERMINATION OF CIGARETTE SMOKE DISPERSION USING OPTICAL RGB CAMERA AND DIGITAL IMAGE PROCESSING

J. Y. Bernardino, K. N. Velasco, R. V. Ramos, and K. P. Vergara

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 55–62, https://doi.org/10.5194/isprs-archives-XLII-4-W19-55-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W19-55-2019, 2019

ESTIMATION OF CHLOROPHYLL-A CONCENTRATION IN LAGUNA DE BAY USING SENTINEL-3 SATELLITE DATA

M. Conopio, R. K. Japor, A. C. Blanco, and A. M. Tamondong

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 125–132, https://doi.org/10.5194/isprs-archives-XLII-4-W19-125-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W19-125-2019, 2019

ASSESSMENT OF SEAGRASS PERCENT COVER AND WATER QUALITY USING UAV IMAGES AND FIELD MEASUREMENTS IN BOLINAO, PANGASINAN

M. K. M. R. Guerrero, J. A. M. Vivar, R. V. Ramos, and A. M. Tamondong

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 233–240, https://doi.org/10.5194/isprs-archives-XLII-4-W19-233-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W19-233-2019, 2019

MAPPING OF SARGASSUM DISTRIBUTION IN THE EASTERN COAST OF SOUTHERN LEYTE USING SENTINEL 2 SATELLITE IMAGERY

J. J. Lasquites, A. C. Blanco, and A. Tamondong

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 289–295, https://doi.org/10.5194/isprs-archives-XLII-4-W19-289-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W19-289-2019, 2019

GEOSTATISTICS FOR AIR QUALITY MAPPING: CASE OF BAGUIO CITY, PHILIPPINES

R. V. Ramos and A. C. Blanco

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 353–359, https://doi.org/10.5194/isprs-archives-XLII-4-W19-353-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W19-353-2019, 2019

CANOPY COVER ESTIMATION FROM SATELLITE DATA FOR ACACIA MANGIUM PLANTATION BASAY, NEGROS ORIENTAL

F. A. M. Tandoc, C. J. S. Sarmiento, E. C. Paringit, A. M. Tamondong, F. J. O. Pamittan, R. A. G. Faelga, A. A. C. Maralit, R. A. Lopez, C. M. M. Arellano, and C. Z. Vidad

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 421–423, https://doi.org/10.5194/isprs-archives-XLII-4-W19-421-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W19-421-2019, 2019

CREATION OF A VIRTUAL REALITY ENVIRONMENT OF A UNIVERSITY MUSEUM USING 3D PHOTOGRAMMETRIC MODELS

K. P. Martinez, M. Z. G. Untalan, D. F. M. Burgos, R. V. Ramos, and M. J. Q. Germentil

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 841–847, https://doi.org/10.5194/isprs-archives-XLII-2-W13-841-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W13-841-2019, 2019

ESTIMATION OF PM_2.5 VERTICAL DISTRIBUTION USING CUSTOMIZED UAV AND MOBILE SENSORS IN BRGY. UP CAMPUS, DILIMAN, QUEZON CITY

J. B. Babaan, J. P. Ballori, A. M. Tamondong, R. V. Ramos, and P. M. Ostrea

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W9, 89–103, https://doi.org/10.5194/isprs-archives-XLII-4-W9-89-2018,https://doi.org/10.5194/isprs-archives-XLII-4-W9-89-2018, 2018

Seasonal variation and chemical characterization of PM_2.5 in northwestern Philippines

Gerry Bagtasa, Mylene G. Cayetano, and Chung-Shin Yuan

Atmos. Chem. Phys., 18, 4965–4980, https://doi.org/10.5194/acp-18-4965-2018,https://doi.org/10.5194/acp-18-4965-2018, 2018

Short summary

Spatial estimation of air PM_2.5 emissions using activity data, local emission factors and land cover derived from satellite imagery

Hezron P. Gibe and Mylene G. Cayetano

Atmos. Meas. Tech., 10, 3313–3323, https://doi.org/10.5194/amt-10-3313-2017,https://doi.org/10.5194/amt-10-3313-2017, 2017

Short summary

DESIGN OF A FREE AND OPEN SOURCE DATA PROCESSING, ARCHIVING, AND DISTRIBUTION SUBSYSTEM FOR THE GROUND RECEIVING STATION OF THE PHILIPPINE SCIENTIFIC EARTH OBSERVATION MICRO-SATELLITE

R. K. D. Aranas, B. J. D. Jiao, B. J. P. Magallon, M. K. F. Ramos, J. A. Amado, A. M. Tamondong, and M. E. A. Tupas

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B7, 909–911, https://doi.org/10.5194/isprs-archives-XLI-B7-909-2016,https://doi.org/10.5194/isprs-archives-XLI-B7-909-2016, 2016

A FRAMEWORK FOR CAPACITY BUILDING IN MAPPING COASTAL RESOURCES USING REMOTE SENSING IN THE PHILIPPINES

A. Tamondong, C. Cruz, T. Ticman, R. Peralta, G. A. Go, M. Vergara, M. S. Estabillo, I. E. Cadalzo, R. Jalbuena, and A. Blanco

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B6, 149–153, https://doi.org/10.5194/isprs-archives-XLI-B6-149-2016,https://doi.org/10.5194/isprs-archives-XLI-B6-149-2016, 2016

ESTIMATING AIRBORNE PARTICULATE MATTER IN THE NATIONAL CAPITAL REGION, PHILIPPINES USING MULTIPLE LINEAR REGRESSION AND GRADIENT BOOSTING ALGORITHM ON MODIS MAIAC AEROSOL OPTICAL DEPTH

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