3

3-D distribution

• 3-D AIR POLLUTION ESTIMATION USING A HYBRID SPATIAL MODEL: A CASE STUDY OF ZHUNAN-MIAOLI AREA, TAIWAN, pages 301–306

3D Reconstruction

• 3D RECONSTRUCTION OF THE FORT SANTIAGO DUNGEONS USING HANDHELD LASER SCANNING METHOD, pages 69–75

3D modeling

• A CFD-BASED AIR QUALITY DISPERSION MODELING FOR URBAN AREAS USING OPENFOAM, pages 327–333

A

ABM

• AGENT-BASED MODELING OF UP DILIMAN INTRACAMPUS PEDESTRIAN MOBILITY USING NETLOGO AND GIS, pages 235–241

AERMOD

• SIMULATING THE EFFECTS OF EURO 4 DIESEL-POWERED ENGINE JEEPNEYS ON AIR QUALITY AND UNDERSTANDING ESTIMATED HEALTH RISK TOWARDS SUSTAINABLE TRANSPORTATION, pages 149–156

AHI-8/9 SWR

• COMPARATIVE ANALYSIS OF CLOT-ADJUSTED AHI-8/9 AND FY-4A SOLAR RADIATION DATA FOR SOLAR PV POWER POTENTIAL ASSESSMENT IN THE PHILIPPINES, pages 425–430

AHP

• SITE SUITABILITY ANALYSIS OF SALT FARMS IN PANGASINAN USING GEOSPATIAL DATA AND ANALYTIC HIERARCHY PROCESS, pages 113–120
• TREE PLANTING PRIORITIZATION IN NATIONAL CAPITAL REGION, PHILIPPINES USING REMOTE SENSING, ANALYTIC HIERARCHY PROCESS AND GIS, pages 121–127
• TOWARD SPATIAL AND SOCIAL EQUALITY: INVESTIGATING AND MODELING THE LINK BETWEEN OPPORTUNITY AND URBAN INTENSITY IN METRO MANILA, PHILIPPINES, pages 211–218

ALOS-2 PALSAR-2

• COMPARISON OF THE USE OF SENTINEL-1 SAR AND ALOS-2 PALSAR-2 IN MANGROVE ABOVEGROUND BIOMASS ESTIMATION IN SAN JUAN, BATANGAS, PHILIPPINES, pages 53–60

ANCOVA

• ASSESSMENT OF SOLAR PV OUTPUT PERFORMANCE WITH VARYING TILT ANGLES AND WEATHER DATA FROM ERA5: CASE OF MUNTINLUPA CITY, PHILIPPINES, pages 47–52

Aboveground Biomass Estimation

• COMPARISON OF THE USE OF SENTINEL-1 SAR AND ALOS-2 PALSAR-2 IN MANGROVE ABOVEGROUND BIOMASS ESTIMATION IN SAN JUAN, BATANGAS, PHILIPPINES, pages 53–60

Accretion

• SPATIO-TEMPORAL SCALES OF LAND COVER AND SHORELINE DYNAMICS IN BANAYBANAY, DAVAO ORIENTAL, PHILIPPINES USING AVAILABLE OPTICAL SATELLITE IMAGERY, pages 61–67

Accuracy Assessment

• ACCURACY ASSESSMENT OF A SLAM-ACQUIRED POINT CLOUD DATA USING A VARIETY OF CLASSIFICATION APPLICATIONS, pages 307–312

Air Quality

• TIME-SERIES ANALYSIS OF SATELLITE-BASED TRACE GASES CONCENTRATIONS IN PORT AREAS IN THE PHILIPPINES USING SENTINEL-5P, pages 9–16
• GIS-BASED REGRESSION ANALYSIS OF AIR QUALITY AND LAND SURFACE TEMPERATURE IN METRO MANILA AIRSHEDS, pages 77–83
• DEVELOPMENT OF A WEB PLATFORM FOR AIR QUALITY MONITORING, pages 431–436

Air pollution

• 3-D AIR POLLUTION ESTIMATION USING A HYBRID SPATIAL MODEL: A CASE STUDY OF ZHUNAN-MIAOLI AREA, TAIWAN, pages 301–306

Air quality

• DEVELOPMENT OF LAND-USE REGRESSION MODELS FOR PARTICULATE MATTER ESTIMATION IN NATIONAL CAPITAL REGION, PHILIPPINES, pages 437–444

AirQ+

• SIMULATING THE EFFECTS OF EURO 4 DIESEL-POWERED ENGINE JEEPNEYS ON AIR QUALITY AND UNDERSTANDING ESTIMATED HEALTH RISK TOWARDS SUSTAINABLE TRANSPORTATION, pages 149–156

Airborne LiDAR

• MAPPING 3D STRUCTURE OF URBAN TREES USING AIRBORNE LIDAR DATA FOR TOPOGRAPHIC SURVEY, pages 411–416

Ancestral Domain

• 3D GIS PARTICIPATORY MAPPING AND CONFLICT LADM: COMPARATIVE ANALYSIS OF LAND POLICIES AND SURVEY PROCEDURES APPLIED BY THE IGOROTS, NCIP, AND DENR TO ITOGON ANCESTRAL DOMAIN BOUNDARIES, pages 17–23

ApplyLUR

• DEVELOPMENT OF LAND-USE REGRESSION MODELS FOR PARTICULATE MATTER ESTIMATION IN NATIONAL CAPITAL REGION, PHILIPPINES, pages 437–444

Automation

• DEVELOPMENT OF A WEB PLATFORM FOR AIR QUALITY MONITORING, pages 431–436

air pollution

• A CFD-BASED AIR QUALITY DISPERSION MODELING FOR URBAN AREAS USING OPENFOAM, pages 327–333

air quality

• A CFD-BASED AIR QUALITY DISPERSION MODELING FOR URBAN AREAS USING OPENFOAM, pages 327–333

B

Backscatter Coefficient

• ANALYSIS OF NOVASAR-1 S-BAND DATA IN DEVELOPING AN ALTERNATIVE LAND COVER MAPPING, pages 365–370

Baguio City

• LAND USE LAND COVER (LULC) CHANGE ANALYSIS IN BAGUIO CITY USING GIS-BASED TRANSITION POTENTIAL MODELING, pages 357–363

Bathymetry

• INTEGRATION OF STUMPF'S RATIO MODEL AND RANDOM FOREST FOR SATELLITE-DERIVED BATHYMETRY ESTIMATION, pages 387–393

BuildLUR

• DEVELOPMENT OF LAND-USE REGRESSION MODELS FOR PARTICULATE MATTER ESTIMATION IN NATIONAL CAPITAL REGION, PHILIPPINES, pages 437–444

Building

• ESCAPE: EVACUATION SIMULATION USING COGNITIVE AGENT-BASED MODELING ON POSSIBLE EARTHQUAKE IN GAMA PLATFORM FOR THE CASE OF KALAYAAN RESIDENCE HALL, pages 39–46

building volume

• BUILDING-LEVEL POPULATION ESTIMATION USING LIDAR-DERIVED BUILDING VOLUME DATA, pages 453–459

C

C2RCC

• INVESTIGATING THE RELATIONSHIP OF WATER QUALITY ON LAND COVER CHANGE IN BORACAY ISLAND, pages 85–92

COAWST

• TYPHOON KARDING (NORU) STORM SURGE ANALYSIS USING THE COAWST MODELING SYSTEM, pages 403–410

COVID-19

• LESSONS LEARNED FROM THE COVID-19 PANDEMIC: AN ANALYSIS OF REGIONAL PHILIPPINE DATA AND COVID-19 OUTCOMES, pages 259–265

Calamba

• GIS-BASED SPATIAL ASSESSMENT OF RESORTS IN CALAMBA CITY, LAGUNA, PHILIPPINES, pages 169–174

Case Fatality Rate

• LESSONS LEARNED FROM THE COVID-19 PANDEMIC: AN ANALYSIS OF REGIONAL PHILIPPINE DATA AND COVID-19 OUTCOMES, pages 259–265

Change Detection

• LAND COVER CHANGE ANALYSIS OF CARRASCAL, MADRID AND CANTILAN MINING SITES IN SURIGAO DEL SUR USING REMOTE SENSING, pages 379–386

Change detection

• SUPERVISED IMAGE CLASSIFICATION MODEL FOR CORAL BLEACHING DETECTION USING A BI-TEMPORAL SENTINEL-2 IMAGE STACK, pages 395–401

Chlorophyll-a

• INVESTIGATING THE RELATIONSHIP OF WATER QUALITY ON LAND COVER CHANGE IN BORACAY ISLAND, pages 85–92

Classification

• MULTISOURCE AND MULTITEMPORAL LAND COVER MAPPING OF GREATER LUZON ISLAND USING GOOGLE EARTH ENGINE, pages 93–99

Climate Engine

• SPATIOTEMPORAL ANALYSIS OF DENGUE CASES IN CEBU CITY FROM YEAR 2015 TO 2022, pages 417–424

Clustering

• GIS-BASED SPATIAL ASSESSMENT OF RESORTS IN CALAMBA CITY, LAGUNA, PHILIPPINES, pages 169–174

Coconut Suitability

• ENHANCEMENT OF THE FIELD ASSESSMENT PROTOCOLS AND SUITABILITY MAPS FOR COCONUT, pages 251–258

Comparison

• COMPARATIVE ANALYSIS OF LOW-COST CONSUMER-GRADE AND COMMERCIAL-GRADE DRONES FOR LAND SURVEYING APPLICATIONS, pages 31–37

Conflict Hotspots

• SPATIOTEMPORAL ANALYSIS OF VIOLENT CONFLICT AND LAND COVER CHANGE IN LANAO DEL SUR FROM 2011 TO 2020, pages 285–292

Coral bleaching

• SUPERVISED IMAGE CLASSIFICATION MODEL FOR CORAL BLEACHING DETECTION USING A BI-TEMPORAL SENTINEL-2 IMAGE STACK, pages 395–401

Correlation

• SPATIOTEMPORAL ANALYSIS OF VIOLENT CONFLICT AND LAND COVER CHANGE IN LANAO DEL SUR FROM 2011 TO 2020, pages 285–292

cellular automata

• LAND USE LAND COVER (LULC) CHANGE ANALYSIS IN BAGUIO CITY USING GIS-BASED TRANSITION POTENTIAL MODELING, pages 357–363

census

• BUILDING-LEVEL POPULATION ESTIMATION USING LIDAR-DERIVED BUILDING VOLUME DATA, pages 453–459

community mapping

• DEFORESTATION AND FOREST DEGRADATION ANALYSIS OF SOUTHERN SIERRA MADRE, PHILIPPINES USING GOOGLE EARTH ENGINE AND COMMUNITY MAPPING, pages 313–320

computational fluid dynamics

• A CFD-BASED AIR QUALITY DISPERSION MODELING FOR URBAN AREAS USING OPENFOAM, pages 327–333

D

DSAS

• SPATIO-TEMPORAL SCALES OF LAND COVER AND SHORELINE DYNAMICS IN BANAYBANAY, DAVAO ORIENTAL, PHILIPPINES USING AVAILABLE OPTICAL SATELLITE IMAGERY, pages 61–67

Dashboard

• DEVELOPMENT OF A WEB PLATFORM FOR AIR QUALITY MONITORING, pages 431–436

Data Visualization

• SPACE+ DATA DASHBOARD: EMPOWERING INSTITUTIONS AND CITIZENS WITH SEAMLESS SPACE DATA ACCESS, pages 219–225

Decorrelation

• PERFORMANCE EVALUATION OF TEMPORAL MODEL AND SPATIAL CORRELATION METHODS FOR PERSISTENT SCATTERER DETERMINATION IN LANDSLIDE PRONE AREAS, pages 343–349

Deep Learning

• INVESTIGATING LOSS FUNCTIONS FOR SEGMENTING AND DETECTING SHIPS ON SAR IMAGERY, pages 321–326

Deformation Patterns

• IDENTIFICATION OF PATTERNS OF THERMAL UNREST IN TAAL VOLCANO USING REMOTE SENSING, pages 135–141

Delft3D

• INVESTIGATION OF THE EFFECT OF SPACE VARYING WIND INPUT ON HYDRODYNAMIC MODELING IN MANILA BAY AND LAGUNA LAKE, pages 143–148

Delta

• LESSONS LEARNED FROM THE COVID-19 PANDEMIC: AN ANALYSIS OF REGIONAL PHILIPPINE DATA AND COVID-19 OUTCOMES, pages 259–265

Dengue

• SPATIOTEMPORAL ANALYSIS OF DENGUE CASES IN CEBU CITY FROM YEAR 2015 TO 2022, pages 417–424

Deterministic

• AGENT-BASED MODELING OF UP DILIMAN INTRACAMPUS PEDESTRIAN MOBILITY USING NETLOGO AND GIS, pages 235–241

Disaster

• GROUND DEFORMATION MONITORING OF RECLAIMED LANDS ALONG MANILA BAY FREEPORT ZONE USING PS-INSAR TECHNIQUE, pages 335–342

Disaster Response

• AUGMENTING THE PHILIPPINES’ DOST-ASTI’S POTENTIAL FLOOD EXTENTS MAPPING SERVICE WITH S-BAND NOVASAR-1 IMAGES, pages 203–210

Django

• DEVELOPMENT OF A WEBGIS FOR SOLAR PV RESOURCE AND INSTALLATION ASSESSMENT USING GEOSPATIAL TECHNOLOGIES, pages 107–112

Docker

• DEVELOPMENT OF A WEBGIS FOR SOLAR PV RESOURCE AND INSTALLATION ASSESSMENT USING GEOSPATIAL TECHNOLOGIES, pages 107–112

Downscaling

• INVESTIGATION OF THE EFFECT OF SPACE VARYING WIND INPUT ON HYDRODYNAMIC MODELING IN MANILA BAY AND LAGUNA LAKE, pages 143–148

Drone

• COMPARATIVE ANALYSIS OF LOW-COST CONSUMER-GRADE AND COMMERCIAL-GRADE DRONES FOR LAND SURVEYING APPLICATIONS, pages 31–37
• FEASIBILITY STUDY OF GNSS-ENABLED GCP MARKER FOR CONTROL ESTABLISHMENT FOR DRONE SURVEYING, pages 227–233

Dual-polarimetric decomposition

• DUAL-POLARIMETRIC DECOMPOSITION OF SENTINEL-1 SAR IMAGE AND MACHINE LEARNING MODEL FOR OIL SPILL DETECTION: CASE OF MINDORO OIL SPILL, pages 101–106

damage assessment

• REMOTE SENSING AND GOOGLE EARTH ENGINE FOR RAPID FLOOD MAPPING AND DAMAGE ASSESSMENT: A CASE OF TYPHOON GONI (ROLLY) AND VAMCO (ULYSSES), pages 445–452

deforestation

• DEFORESTATION AND FOREST DEGRADATION ANALYSIS OF SOUTHERN SIERRA MADRE, PHILIPPINES USING GOOGLE EARTH ENGINE AND COMMUNITY MAPPING, pages 313–320

dispersion model

• A CFD-BASED AIR QUALITY DISPERSION MODELING FOR URBAN AREAS USING OPENFOAM, pages 327–333

E

ERA5

• ASSESSMENT OF SOLAR PV OUTPUT PERFORMANCE WITH VARYING TILT ANGLES AND WEATHER DATA FROM ERA5: CASE OF MUNTINLUPA CITY, PHILIPPINES, pages 47–52
• ASSESSMENT OF REANALYSIS DATA FOR SOLAR PV OUTPUT FORECASTING IN THE PHILIPPINES: CASE OF PANGASINAN, NEGROS OCCIDENTAL, AND DAVAO DEL NORTE, pages 279–284

Earthquakes

• ESCAPE: EVACUATION SIMULATION USING COGNITIVE AGENT-BASED MODELING ON POSSIBLE EARTHQUAKE IN GAMA PLATFORM FOR THE CASE OF KALAYAAN RESIDENCE HALL, pages 39–46

Environmental Factors

• ENHANCEMENT OF THE FIELD ASSESSMENT PROTOCOLS AND SUITABILITY MAPS FOR COCONUT, pages 251–258

Environmental Monitoring

• LAND COVER CHANGE ANALYSIS OF CARRASCAL, MADRID AND CANTILAN MINING SITES IN SURIGAO DEL SUR USING REMOTE SENSING, pages 379–386

Erosion

• SPATIO-TEMPORAL SCALES OF LAND COVER AND SHORELINE DYNAMICS IN BANAYBANAY, DAVAO ORIENTAL, PHILIPPINES USING AVAILABLE OPTICAL SATELLITE IMAGERY, pages 61–67

Euro 4

• SIMULATING THE EFFECTS OF EURO 4 DIESEL-POWERED ENGINE JEEPNEYS ON AIR QUALITY AND UNDERSTANDING ESTIMATED HEALTH RISK TOWARDS SUSTAINABLE TRANSPORTATION, pages 149–156

F

FY-4A SSI

• SLOPE ANALYSIS OF CLOT-ADJUSTED SSI-FY4A DATA FOR SOLAR PV POWER POTENTIAL ASSESSMENT IN THE PHILIPPINES, pages 183–188
• COMPARATIVE ANALYSIS OF CLOT-ADJUSTED AHI-8/9 AND FY-4A SOLAR RADIATION DATA FOR SOLAR PV POWER POTENTIAL ASSESSMENT IN THE PHILIPPINES, pages 425–430

Fine Particulate Matter (PM2.5)

• 3-D AIR POLLUTION ESTIMATION USING A HYBRID SPATIAL MODEL: A CASE STUDY OF ZHUNAN-MIAOLI AREA, TAIWAN, pages 301–306

Fishponds

• FISHPOND STATUS MAPPING USING RADAR REMOTE SENSING, pages 195–202

Flood Mapping

• AUGMENTING THE PHILIPPINES’ DOST-ASTI’S POTENTIAL FLOOD EXTENTS MAPPING SERVICE WITH S-BAND NOVASAR-1 IMAGES, pages 203–210

Forest Disturbance

• ASSESSMENT OF FOREST DISTURBANCES USING REMOTE SENSING: CASE OF KALIWA RIVER FOREST RESERVE (KRFR), PHILIPPINES, pages 273–278

Fort Santiago Dungeons

• 3D RECONSTRUCTION OF THE FORT SANTIAGO DUNGEONS USING HANDHELD LASER SCANNING METHOD, pages 69–75

flood mapping

• REMOTE SENSING AND GOOGLE EARTH ENGINE FOR RAPID FLOOD MAPPING AND DAMAGE ASSESSMENT: A CASE OF TYPHOON GONI (ROLLY) AND VAMCO (ULYSSES), pages 445–452

food services

• OPTIMIZING FOOD SERVICE ALLOCATION FOR UNIVERSITY OF THE PHILIPPINES (UP) DORMITORIES USING LOCATION-ALLOCATION NETWORK ANALYSIS, pages 163–168

forest degradation

• DEFORESTATION AND FOREST DEGRADATION ANALYSIS OF SOUTHERN SIERRA MADRE, PHILIPPINES USING GOOGLE EARTH ENGINE AND COMMUNITY MAPPING, pages 313–320

G

GCP

• FEASIBILITY STUDY OF GNSS-ENABLED GCP MARKER FOR CONTROL ESTABLISHMENT FOR DRONE SURVEYING, pages 227–233

GIS

• 3D GIS PARTICIPATORY MAPPING AND CONFLICT LADM: COMPARATIVE ANALYSIS OF LAND POLICIES AND SURVEY PROCEDURES APPLIED BY THE IGOROTS, NCIP, AND DENR TO ITOGON ANCESTRAL DOMAIN BOUNDARIES, pages 17–23
• ESCAPE: EVACUATION SIMULATION USING COGNITIVE AGENT-BASED MODELING ON POSSIBLE EARTHQUAKE IN GAMA PLATFORM FOR THE CASE OF KALAYAAN RESIDENCE HALL, pages 39–46
• IDENTIFYING ILLUMINATION COVERAGE IN UP DILIMAN CAMPUS USING GIS, pages 129–134
• DEVELOPMENT OF A GIS-BASED SYSTEM FOR IRRIGATION MANAGEMENT AND FLOW DISTRIBUTION, pages 267–272
• MONITORING AND ASSESSMENT OF TENURE INSTRUMENTS FOR LAND ADMINISTRATION AND MANAGEMENT, pages 351–356
• LAND USE LAND COVER (LULC) CHANGE ANALYSIS IN BAGUIO CITY USING GIS-BASED TRANSITION POTENTIAL MODELING, pages 357–363

GNSS

• REAL-TIME WATER LEVEL MONITORING USING LOW-COST GNSS RECEIVER, pages 189–194
• FEASIBILITY STUDY OF GNSS-ENABLED GCP MARKER FOR CONTROL ESTABLISHMENT FOR DRONE SURVEYING, pages 227–233

GWR

• TOWARD SPATIAL AND SOCIAL EQUALITY: INVESTIGATING AND MODELING THE LINK BETWEEN OPPORTUNITY AND URBAN INTENSITY IN METRO MANILA, PHILIPPINES, pages 211–218

Geodetic Surveying

• THE APPLICABILITY OF LOW-COST MULTI-FREQUENCY MULTI-GNSS RECEIVERS FOR GEODETIC CONTROL SURVEYING, pages 371–377

Geographic Information System

• DEVELOPMENT OF TIME-EFFICIENT WASTE COLLECTION ROUTES FOR THE UP DILIMAN CAMPUS USING GIS-BASED NETWORK ANALYSIS, pages 243–250

Geographical Distribution

• ENHANCEMENT OF THE FIELD ASSESSMENT PROTOCOLS AND SUITABILITY MAPS FOR COCONUT, pages 251–258

Geoserver

• SPACE+ DATA DASHBOARD: EMPOWERING INSTITUTIONS AND CITIZENS WITH SEAMLESS SPACE DATA ACCESS, pages 219–225

Geospatial Solutions

• MONITORING AND ASSESSMENT OF TENURE INSTRUMENTS FOR LAND ADMINISTRATION AND MANAGEMENT, pages 351–356

Geotagging

• GIS-BASED SPATIAL ASSESSMENT OF RESORTS IN CALAMBA CITY, LAGUNA, PHILIPPINES, pages 169–174

Google Cloud

• DEVELOPMENT OF A WEBGIS FOR SOLAR PV RESOURCE AND INSTALLATION ASSESSMENT USING GEOSPATIAL TECHNOLOGIES, pages 107–112

Google Colaboratory

• MULTISOURCE AND MULTITEMPORAL LAND COVER MAPPING OF GREATER LUZON ISLAND USING GOOGLE EARTH ENGINE, pages 93–99

Google Earth Engine

• MULTISOURCE AND MULTITEMPORAL LAND COVER MAPPING OF GREATER LUZON ISLAND USING GOOGLE EARTH ENGINE, pages 93–99
• SPATIOTEMPORAL ANALYSIS OF VIOLENT CONFLICT AND LAND COVER CHANGE IN LANAO DEL SUR FROM 2011 TO 2020, pages 285–292
• REMOTE SENSING AND GOOGLE EARTH ENGINE FOR RAPID FLOOD MAPPING AND DAMAGE ASSESSMENT: A CASE OF TYPHOON GONI (ROLLY) AND VAMCO (ULYSSES), pages 445–452

geodatabase

• DEVELOPMENT OF A GIS-BASED SYSTEM FOR IRRIGATION MANAGEMENT AND FLOW DISTRIBUTION, pages 267–272

geographic information systems

• BUILDING-LEVEL POPULATION ESTIMATION USING LIDAR-DERIVED BUILDING VOLUME DATA, pages 453–459

google earth engine

• DEFORESTATION AND FOREST DEGRADATION ANALYSIS OF SOUTHERN SIERRA MADRE, PHILIPPINES USING GOOGLE EARTH ENGINE AND COMMUNITY MAPPING, pages 313–320

H

Harmonization

• MULTISOURCE AND MULTITEMPORAL LAND COVER MAPPING OF GREATER LUZON ISLAND USING GOOGLE EARTH ENGINE, pages 93–99

Hazard

• PERFORMANCE EVALUATION OF TEMPORAL MODEL AND SPATIAL CORRELATION METHODS FOR PERSISTENT SCATTERER DETERMINATION IN LANDSLIDE PRONE AREAS, pages 343–349

Health Risk Assessment

• SIMULATING THE EFFECTS OF EURO 4 DIESEL-POWERED ENGINE JEEPNEYS ON AIR QUALITY AND UNDERSTANDING ESTIMATED HEALTH RISK TOWARDS SUSTAINABLE TRANSPORTATION, pages 149–156

Hospitalization Rate

• LESSONS LEARNED FROM THE COVID-19 PANDEMIC: AN ANALYSIS OF REGIONAL PHILIPPINE DATA AND COVID-19 OUTCOMES, pages 259–265

Hot Spot

• GIS-BASED SPATIAL ASSESSMENT OF RESORTS IN CALAMBA CITY, LAGUNA, PHILIPPINES, pages 169–174

Hybrid spatial model

• 3-D AIR POLLUTION ESTIMATION USING A HYBRID SPATIAL MODEL: A CASE STUDY OF ZHUNAN-MIAOLI AREA, TAIWAN, pages 301–306

I

Image Classification

• LAND COVER CHANGE ANALYSIS OF CARRASCAL, MADRID AND CANTILAN MINING SITES IN SURIGAO DEL SUR USING REMOTE SENSING, pages 379–386

Image classification

• SUPERVISED IMAGE CLASSIFICATION MODEL FOR CORAL BLEACHING DETECTION USING A BI-TEMPORAL SENTINEL-2 IMAGE STACK, pages 395–401

Incidence Rate

• LESSONS LEARNED FROM THE COVID-19 PANDEMIC: AN ANALYSIS OF REGIONAL PHILIPPINE DATA AND COVID-19 OUTCOMES, pages 259–265

Indigenous People

• 3D GIS PARTICIPATORY MAPPING AND CONFLICT LADM: COMPARATIVE ANALYSIS OF LAND POLICIES AND SURVEY PROCEDURES APPLIED BY THE IGOROTS, NCIP, AND DENR TO ITOGON ANCESTRAL DOMAIN BOUNDARIES, pages 17–23

Indoor Mapping

• 3D RECONSTRUCTION OF THE FORT SANTIAGO DUNGEONS USING HANDHELD LASER SCANNING METHOD, pages 69–75

Interferometry

• IDENTIFICATION OF PATTERNS OF THERMAL UNREST IN TAAL VOLCANO USING REMOTE SENSING, pages 135–141
• GROUND DEFORMATION MONITORING OF RECLAIMED LANDS ALONG MANILA BAY FREEPORT ZONE USING PS-INSAR TECHNIQUE, pages 335–342
• PERFORMANCE EVALUATION OF TEMPORAL MODEL AND SPATIAL CORRELATION METHODS FOR PERSISTENT SCATTERER DETERMINATION IN LANDSLIDE PRONE AREAS, pages 343–349

International Charter

• MINDORO OIL SPILL PROGRESS MONITORING USING SATELLITE IMAGERY, pages 157–162

illumination coverage

• IDENTIFYING ILLUMINATION COVERAGE IN UP DILIMAN CAMPUS USING GIS, pages 129–134

inverse distance weighting

• SPATIAL VARIABILITY OF SOIL PHYSICAL PROPERTIES IN SOUTHERN MANKAYAN, BENGUET, PHILIPPINES, pages 1–7

irrigation

• DEVELOPMENT OF A GIS-BASED SYSTEM FOR IRRIGATION MANAGEMENT AND FLOW DISTRIBUTION, pages 267–272

irrigation network

• DEVELOPMENT OF A GIS-BASED SYSTEM FOR IRRIGATION MANAGEMENT AND FLOW DISTRIBUTION, pages 267–272

irrigation system

• DEVELOPMENT OF A GIS-BASED SYSTEM FOR IRRIGATION MANAGEMENT AND FLOW DISTRIBUTION, pages 267–272

J

Jeepney Emissions

• SIMULATING THE EFFECTS OF EURO 4 DIESEL-POWERED ENGINE JEEPNEYS ON AIR QUALITY AND UNDERSTANDING ESTIMATED HEALTH RISK TOWARDS SUSTAINABLE TRANSPORTATION, pages 149–156

K

Kaliwa River Forest Reserve

• ASSESSMENT OF FOREST DISTURBANCES USING REMOTE SENSING: CASE OF KALIWA RIVER FOREST RESERVE (KRFR), PHILIPPINES, pages 273–278

L

LIS

• MONITORING AND ASSESSMENT OF TENURE INSTRUMENTS FOR LAND ADMINISTRATION AND MANAGEMENT, pages 351–356

LULC

• SPATIOTEMPORAL ANALYSIS OF VIOLENT CONFLICT AND LAND COVER CHANGE IN LANAO DEL SUR FROM 2011 TO 2020, pages 285–292

LULC change

• LAND USE LAND COVER (LULC) CHANGE ANALYSIS IN BAGUIO CITY USING GIS-BASED TRANSITION POTENTIAL MODELING, pages 357–363

Land Administration and Management

• MONITORING AND ASSESSMENT OF TENURE INSTRUMENTS FOR LAND ADMINISTRATION AND MANAGEMENT, pages 351–356

Land Cover

• ANALYSIS OF NOVASAR-1 S-BAND DATA IN DEVELOPING AN ALTERNATIVE LAND COVER MAPPING, pages 365–370
• LAND COVER CHANGE ANALYSIS OF CARRASCAL, MADRID AND CANTILAN MINING SITES IN SURIGAO DEL SUR USING REMOTE SENSING, pages 379–386

Land Cover Change

• SPATIO-TEMPORAL SCALES OF LAND COVER AND SHORELINE DYNAMICS IN BANAYBANAY, DAVAO ORIENTAL, PHILIPPINES USING AVAILABLE OPTICAL SATELLITE IMAGERY, pages 61–67

Land Cover Classification

• INVESTIGATING THE RELATIONSHIP OF WATER QUALITY ON LAND COVER CHANGE IN BORACAY ISLAND, pages 85–92

Land Cover Trajectory Analysis

• SPATIOTEMPORAL ANALYSIS OF VIOLENT CONFLICT AND LAND COVER CHANGE IN LANAO DEL SUR FROM 2011 TO 2020, pages 285–292

Land Policies

• 3D GIS PARTICIPATORY MAPPING AND CONFLICT LADM: COMPARATIVE ANALYSIS OF LAND POLICIES AND SURVEY PROCEDURES APPLIED BY THE IGOROTS, NCIP, AND DENR TO ITOGON ANCESTRAL DOMAIN BOUNDARIES, pages 17–23

Land Surface Temperature

• GIS-BASED REGRESSION ANALYSIS OF AIR QUALITY AND LAND SURFACE TEMPERATURE IN METRO MANILA AIRSHEDS, pages 77–83

Land surface temperature

• SPATIOTEMPORAL ANALYSIS OF DENGUE CASES IN CEBU CITY FROM YEAR 2015 TO 2022, pages 417–424

Land-Use Regression

• DEVELOPMENT OF LAND-USE REGRESSION MODELS FOR PARTICULATE MATTER ESTIMATION IN NATIONAL CAPITAL REGION, PHILIPPINES, pages 437–444

Landsat

• SPATIO-TEMPORAL SCALES OF LAND COVER AND SHORELINE DYNAMICS IN BANAYBANAY, DAVAO ORIENTAL, PHILIPPINES USING AVAILABLE OPTICAL SATELLITE IMAGERY, pages 61–67

Landsat-8

• MULTISOURCE AND MULTITEMPORAL LAND COVER MAPPING OF GREATER LUZON ISLAND USING GOOGLE EARTH ENGINE, pages 93–99

Leaf area density

• MAPPING 3D STRUCTURE OF URBAN TREES USING AIRBORNE LIDAR DATA FOR TOPOGRAPHIC SURVEY, pages 411–416

Leaflet

• DEVELOPMENT OF A WEBGIS FOR SOLAR PV RESOURCE AND INSTALLATION ASSESSMENT USING GEOSPATIAL TECHNOLOGIES, pages 107–112

LiDAR

• ACCURACY ASSESSMENT OF A SLAM-ACQUIRED POINT CLOUD DATA USING A VARIETY OF CLASSIFICATION APPLICATIONS, pages 307–312

Loss Function

• INVESTIGATING LOSS FUNCTIONS FOR SEGMENTING AND DETECTING SHIPS ON SAR IMAGERY, pages 321–326

Low-cost GNSS receiver

• REAL-TIME WATER LEVEL MONITORING USING LOW-COST GNSS RECEIVER, pages 189–194
• THE APPLICABILITY OF LOW-COST MULTI-FREQUENCY MULTI-GNSS RECEIVERS FOR GEODETIC CONTROL SURVEYING, pages 371–377

landslide

• SPATIAL VARIABILITY OF SOIL PHYSICAL PROPERTIES IN SOUTHERN MANKAYAN, BENGUET, PHILIPPINES, pages 1–7

location-allocation

• OPTIMIZING FOOD SERVICE ALLOCATION FOR UNIVERSITY OF THE PHILIPPINES (UP) DORMITORIES USING LOCATION-ALLOCATION NETWORK ANALYSIS, pages 163–168

luminosity

• IDENTIFYING ILLUMINATION COVERAGE IN UP DILIMAN CAMPUS USING GIS, pages 129–134

M

MNL Regression

• AGENT-BASED MODELING OF UP DILIMAN INTRACAMPUS PEDESTRIAN MOBILITY USING NETLOGO AND GIS, pages 235–241

MODIS

• GIS-BASED REGRESSION ANALYSIS OF AIR QUALITY AND LAND SURFACE TEMPERATURE IN METRO MANILA AIRSHEDS, pages 77–83

Machine learning

• INTEGRATION OF STUMPF'S RATIO MODEL AND RANDOM FOREST FOR SATELLITE-DERIVED BATHYMETRY ESTIMATION, pages 387–393

Machine learning model

• DUAL-POLARIMETRIC DECOMPOSITION OF SENTINEL-1 SAR IMAGE AND MACHINE LEARNING MODEL FOR OIL SPILL DETECTION: CASE OF MINDORO OIL SPILL, pages 101–106

Mangroves

• COMPARISON OF THE USE OF SENTINEL-1 SAR AND ALOS-2 PALSAR-2 IN MANGROVE ABOVEGROUND BIOMASS ESTIMATION IN SAN JUAN, BATANGAS, PHILIPPINES, pages 53–60

Mindoro

• DUAL-POLARIMETRIC DECOMPOSITION OF SENTINEL-1 SAR IMAGE AND MACHINE LEARNING MODEL FOR OIL SPILL DETECTION: CASE OF MINDORO OIL SPILL, pages 101–106

Mobile Mapping

• INVESTIGATING LOSS FUNCTIONS FOR SEGMENTING AND DETECTING SHIPS ON SAR IMAGERY, pages 321–326

Modelling

• ESCAPE: EVACUATION SIMULATION USING COGNITIVE AGENT-BASED MODELING ON POSSIBLE EARTHQUAKE IN GAMA PLATFORM FOR THE CASE OF KALAYAAN RESIDENCE HALL, pages 39–46

Moran’s I

• TREE PLANTING PRIORITIZATION IN NATIONAL CAPITAL REGION, PHILIPPINES USING REMOTE SENSING, ANALYTIC HIERARCHY PROCESS AND GIS, pages 121–127

Mount Makiling

• GIS-BASED SPATIAL ASSESSMENT OF RESORTS IN CALAMBA CITY, LAGUNA, PHILIPPINES, pages 169–174

Multi-Criteria Weighted Overlay Analysis

• ENHANCEMENT OF THE FIELD ASSESSMENT PROTOCOLS AND SUITABILITY MAPS FOR COCONUT, pages 251–258

Multi-GNSS

• THE APPLICABILITY OF LOW-COST MULTI-FREQUENCY MULTI-GNSS RECEIVERS FOR GEODETIC CONTROL SURVEYING, pages 371–377

Multi-frequency GNSS

• THE APPLICABILITY OF LOW-COST MULTI-FREQUENCY MULTI-GNSS RECEIVERS FOR GEODETIC CONTROL SURVEYING, pages 371–377

Multi-temporal

• SUPERVISED IMAGE CLASSIFICATION MODEL FOR CORAL BLEACHING DETECTION USING A BI-TEMPORAL SENTINEL-2 IMAGE STACK, pages 395–401

Multi-temporal SAR

• FISHPOND STATUS MAPPING USING RADAR REMOTE SENSING, pages 195–202

Multitemporal

• LAND COVER CHANGE ANALYSIS OF CARRASCAL, MADRID AND CANTILAN MINING SITES IN SURIGAO DEL SUR USING REMOTE SENSING, pages 379–386

Multivariate Analysis of Variance

• ANALYSIS OF NOVASAR-1 S-BAND DATA IN DEVELOPING AN ALTERNATIVE LAND COVER MAPPING, pages 365–370

mankayan mineral district

• SPATIAL VARIABILITY OF SOIL PHYSICAL PROPERTIES IN SOUTHERN MANKAYAN, BENGUET, PHILIPPINES, pages 1–7

maximize market share

• OPTIMIZING FOOD SERVICE ALLOCATION FOR UNIVERSITY OF THE PHILIPPINES (UP) DORMITORIES USING LOCATION-ALLOCATION NETWORK ANALYSIS, pages 163–168

model coupling

• TYPHOON KARDING (NORU) STORM SURGE ANALYSIS USING THE COAWST MODELING SYSTEM, pages 403–410

N

NDBI

• SPATIOTEMPORAL ANALYSIS OF DENGUE CASES IN CEBU CITY FROM YEAR 2015 TO 2022, pages 417–424

NDCI

• COMPARATIVE ANALYSIS OF PRISMA HYPERSPECTRAL AND SENTINEL-2 MULTISPECTRAL IMAGES FOR CHLOROPHYLL-A AND TURBIDITY MAPPING OF TAAL LAKE, pages 293–299

NDMI

• ASSESSMENT OF FOREST DISTURBANCES USING REMOTE SENSING: CASE OF KALIWA RIVER FOREST RESERVE (KRFR), PHILIPPINES, pages 273–278

NDTI

• COMPARATIVE ANALYSIS OF PRISMA HYPERSPECTRAL AND SENTINEL-2 MULTISPECTRAL IMAGES FOR CHLOROPHYLL-A AND TURBIDITY MAPPING OF TAAL LAKE, pages 293–299

NDVI

• DEVELOPMENT OF METHODOLOGY FOR MONITORING AND ASSESSING THE NATIONAL GREENING PROGRAM USING OPTICAL AND SAR DATA, pages 175–181
• SPATIOTEMPORAL ANALYSIS OF DENGUE CASES IN CEBU CITY FROM YEAR 2015 TO 2022, pages 417–424

NDWI

• SPATIOTEMPORAL ANALYSIS OF DENGUE CASES IN CEBU CITY FROM YEAR 2015 TO 2022, pages 417–424

National Greening Program

• DEVELOPMENT OF METHODOLOGY FOR MONITORING AND ASSESSING THE NATIONAL GREENING PROGRAM USING OPTICAL AND SAR DATA, pages 175–181

Nested-Cross Validation

• ASSESSMENT OF REANALYSIS DATA FOR SOLAR PV OUTPUT FORECASTING IN THE PHILIPPINES: CASE OF PANGASINAN, NEGROS OCCIDENTAL, AND DAVAO DEL NORTE, pages 279–284

Netlify

• DEVELOPMENT OF A WEBGIS FOR SOLAR PV RESOURCE AND INSTALLATION ASSESSMENT USING GEOSPATIAL TECHNOLOGIES, pages 107–112

Network analysis

• DEVELOPMENT OF TIME-EFFICIENT WASTE COLLECTION ROUTES FOR THE UP DILIMAN CAMPUS USING GIS-BASED NETWORK ANALYSIS, pages 243–250

NovaSAR-1

• ANALYSIS OF NOVASAR-1 S-BAND DATA IN DEVELOPING AN ALTERNATIVE LAND COVER MAPPING, pages 365–370

network analysis

• OPTIMIZING FOOD SERVICE ALLOCATION FOR UNIVERSITY OF THE PHILIPPINES (UP) DORMITORIES USING LOCATION-ALLOCATION NETWORK ANALYSIS, pages 163–168

O

OLS

• TOWARD SPATIAL AND SOCIAL EQUALITY: INVESTIGATING AND MODELING THE LINK BETWEEN OPPORTUNITY AND URBAN INTENSITY IN METRO MANILA, PHILIPPINES, pages 211–218

Oil Spill

• MINDORO OIL SPILL PROGRESS MONITORING USING SATELLITE IMAGERY, pages 157–162

Omicron

• LESSONS LEARNED FROM THE COVID-19 PANDEMIC: AN ANALYSIS OF REGIONAL PHILIPPINE DATA AND COVID-19 OUTCOMES, pages 259–265

Open Data Cube

• SPACE+ DATA DASHBOARD: EMPOWERING INSTITUTIONS AND CITIZENS WITH SEAMLESS SPACE DATA ACCESS, pages 219–225

Ordinary Least Squares

• GIS-BASED REGRESSION ANALYSIS OF AIR QUALITY AND LAND SURFACE TEMPERATURE IN METRO MANILA AIRSHEDS, pages 77–83

ocean modeling

• TYPHOON KARDING (NORU) STORM SURGE ANALYSIS USING THE COAWST MODELING SYSTEM, pages 403–410

oil spill

• DUAL-POLARIMETRIC DECOMPOSITION OF SENTINEL-1 SAR IMAGE AND MACHINE LEARNING MODEL FOR OIL SPILL DETECTION: CASE OF MINDORO OIL SPILL, pages 101–106

open-source technologies

• WEB VISUALIZATION AND SPATIAL ANALYSIS OF TREE SPECIES DISTRIBUTION AT UNIVERSITY OF THE PHILIPPINES DILIMAN ACADEMIC OVAL, pages 25–29

opportunity mapping

• TOWARD SPATIAL AND SOCIAL EQUALITY: INVESTIGATING AND MODELING THE LINK BETWEEN OPPORTUNITY AND URBAN INTENSITY IN METRO MANILA, PHILIPPINES, pages 211–218

P

PAGeNet

• FEASIBILITY STUDY OF GNSS-ENABLED GCP MARKER FOR CONTROL ESTABLISHMENT FOR DRONE SURVEYING, pages 227–233

PCA

• ASSESSMENT OF REANALYSIS DATA FOR SOLAR PV OUTPUT FORECASTING IN THE PHILIPPINES: CASE OF PANGASINAN, NEGROS OCCIDENTAL, AND DAVAO DEL NORTE, pages 279–284

PM2.5

• A CFD-BASED AIR QUALITY DISPERSION MODELING FOR URBAN AREAS USING OPENFOAM, pages 327–333

PPK

• REAL-TIME WATER LEVEL MONITORING USING LOW-COST GNSS RECEIVER, pages 189–194

PUVMP

• SIMULATING THE EFFECTS OF EURO 4 DIESEL-POWERED ENGINE JEEPNEYS ON AIR QUALITY AND UNDERSTANDING ESTIMATED HEALTH RISK TOWARDS SUSTAINABLE TRANSPORTATION, pages 149–156

Participatory Mapping

• 3D GIS PARTICIPATORY MAPPING AND CONFLICT LADM: COMPARATIVE ANALYSIS OF LAND POLICIES AND SURVEY PROCEDURES APPLIED BY THE IGOROTS, NCIP, AND DENR TO ITOGON ANCESTRAL DOMAIN BOUNDARIES, pages 17–23

Particulate Matter

• DEVELOPMENT OF LAND-USE REGRESSION MODELS FOR PARTICULATE MATTER ESTIMATION IN NATIONAL CAPITAL REGION, PHILIPPINES, pages 437–444

Pedestrian Density

• AGENT-BASED MODELING OF UP DILIMAN INTRACAMPUS PEDESTRIAN MOBILITY USING NETLOGO AND GIS, pages 235–241

Philippines

• INVESTIGATION OF THE EFFECT OF SPACE VARYING WIND INPUT ON HYDRODYNAMIC MODELING IN MANILA BAY AND LAGUNA LAKE, pages 143–148
• SLOPE ANALYSIS OF CLOT-ADJUSTED SSI-FY4A DATA FOR SOLAR PV POWER POTENTIAL ASSESSMENT IN THE PHILIPPINES, pages 183–188
• LESSONS LEARNED FROM THE COVID-19 PANDEMIC: AN ANALYSIS OF REGIONAL PHILIPPINE DATA AND COVID-19 OUTCOMES, pages 259–265
• COMPARATIVE ANALYSIS OF CLOT-ADJUSTED AHI-8/9 AND FY-4A SOLAR RADIATION DATA FOR SOLAR PV POWER POTENTIAL ASSESSMENT IN THE PHILIPPINES, pages 425–430

Photogrammetry

• COMPARATIVE ANALYSIS OF LOW-COST CONSUMER-GRADE AND COMMERCIAL-GRADE DRONES FOR LAND SURVEYING APPLICATIONS, pages 31–37

Point Cloud Classification

• ACCURACY ASSESSMENT OF A SLAM-ACQUIRED POINT CLOUD DATA USING A VARIETY OF CLASSIFICATION APPLICATIONS, pages 307–312

Point Cloud-Derived Imagery

• INVESTIGATING LOSS FUNCTIONS FOR SEGMENTING AND DETECTING SHIPS ON SAR IMAGERY, pages 321–326

Pollutant Concentration

• SIMULATING THE EFFECTS OF EURO 4 DIESEL-POWERED ENGINE JEEPNEYS ON AIR QUALITY AND UNDERSTANDING ESTIMATED HEALTH RISK TOWARDS SUSTAINABLE TRANSPORTATION, pages 149–156

Ports

• TIME-SERIES ANALYSIS OF SATELLITE-BASED TRACE GASES CONCENTRATIONS IN PORT AREAS IN THE PHILIPPINES USING SENTINEL-5P, pages 9–16

PostgreSQL

• DEVELOPMENT OF A WEBGIS FOR SOLAR PV RESOURCE AND INSTALLATION ASSESSMENT USING GEOSPATIAL TECHNOLOGIES, pages 107–112

Principal Component Analysis

• ASSESSMENT OF SOLAR PV OUTPUT PERFORMANCE WITH VARYING TILT ANGLES AND WEATHER DATA FROM ERA5: CASE OF MUNTINLUPA CITY, PHILIPPINES, pages 47–52

planting priority index

• TREE PLANTING PRIORITIZATION IN NATIONAL CAPITAL REGION, PHILIPPINES USING REMOTE SENSING, ANALYTIC HIERARCHY PROCESS AND GIS, pages 121–127

population

• BUILDING-LEVEL POPULATION ESTIMATION USING LIDAR-DERIVED BUILDING VOLUME DATA, pages 453–459

population estimation

• BUILDING-LEVEL POPULATION ESTIMATION USING LIDAR-DERIVED BUILDING VOLUME DATA, pages 453–459

Q

QGIS

• IDENTIFYING ILLUMINATION COVERAGE IN UP DILIMAN CAMPUS USING GIS, pages 129–134

R

RFDI

• DEVELOPMENT OF METHODOLOGY FOR MONITORING AND ASSESSING THE NATIONAL GREENING PROGRAM USING OPTICAL AND SAR DATA, pages 175–181

RTK

• REAL-TIME WATER LEVEL MONITORING USING LOW-COST GNSS RECEIVER, pages 189–194

RTKLIB

• THE APPLICABILITY OF LOW-COST MULTI-FREQUENCY MULTI-GNSS RECEIVERS FOR GEODETIC CONTROL SURVEYING, pages 371–377

RVI

• DEVELOPMENT OF METHODOLOGY FOR MONITORING AND ASSESSING THE NATIONAL GREENING PROGRAM USING OPTICAL AND SAR DATA, pages 175–181

Radar

• AUGMENTING THE PHILIPPINES’ DOST-ASTI’S POTENTIAL FLOOD EXTENTS MAPPING SERVICE WITH S-BAND NOVASAR-1 IMAGES, pages 203–210

Radar Remote Sensing

• FISHPOND STATUS MAPPING USING RADAR REMOTE SENSING, pages 195–202

Random Forest

• MULTISOURCE AND MULTITEMPORAL LAND COVER MAPPING OF GREATER LUZON ISLAND USING GOOGLE EARTH ENGINE, pages 93–99
• SPATIOTEMPORAL ANALYSIS OF VIOLENT CONFLICT AND LAND COVER CHANGE IN LANAO DEL SUR FROM 2011 TO 2020, pages 285–292
• INTEGRATION OF STUMPF'S RATIO MODEL AND RANDOM FOREST FOR SATELLITE-DERIVED BATHYMETRY ESTIMATION, pages 387–393
• SUPERVISED IMAGE CLASSIFICATION MODEL FOR CORAL BLEACHING DETECTION USING A BI-TEMPORAL SENTINEL-2 IMAGE STACK, pages 395–401

ReactJS

• DEVELOPMENT OF A WEBGIS FOR SOLAR PV RESOURCE AND INSTALLATION ASSESSMENT USING GEOSPATIAL TECHNOLOGIES, pages 107–112

Regions

• LESSONS LEARNED FROM THE COVID-19 PANDEMIC: AN ANALYSIS OF REGIONAL PHILIPPINE DATA AND COVID-19 OUTCOMES, pages 259–265

Regression

• INTEGRATION OF STUMPF'S RATIO MODEL AND RANDOM FOREST FOR SATELLITE-DERIVED BATHYMETRY ESTIMATION, pages 387–393

Remote Sensing

• TIME-SERIES ANALYSIS OF SATELLITE-BASED TRACE GASES CONCENTRATIONS IN PORT AREAS IN THE PHILIPPINES USING SENTINEL-5P, pages 9–16
• COMPARISON OF THE USE OF SENTINEL-1 SAR AND ALOS-2 PALSAR-2 IN MANGROVE ABOVEGROUND BIOMASS ESTIMATION IN SAN JUAN, BATANGAS, PHILIPPINES, pages 53–60
• IDENTIFICATION OF PATTERNS OF THERMAL UNREST IN TAAL VOLCANO USING REMOTE SENSING, pages 135–141
• AUGMENTING THE PHILIPPINES’ DOST-ASTI’S POTENTIAL FLOOD EXTENTS MAPPING SERVICE WITH S-BAND NOVASAR-1 IMAGES, pages 203–210
• ASSESSMENT OF FOREST DISTURBANCES USING REMOTE SENSING: CASE OF KALIWA RIVER FOREST RESERVE (KRFR), PHILIPPINES, pages 273–278
• COMPARATIVE ANALYSIS OF PRISMA HYPERSPECTRAL AND SENTINEL-2 MULTISPECTRAL IMAGES FOR CHLOROPHYLL-A AND TURBIDITY MAPPING OF TAAL LAKE, pages 293–299

Resorts

• GIS-BASED SPATIAL ASSESSMENT OF RESORTS IN CALAMBA CITY, LAGUNA, PHILIPPINES, pages 169–174

Resource Monitoring

• FISHPOND STATUS MAPPING USING RADAR REMOTE SENSING, pages 195–202

Route Optimization

• DEVELOPMENT OF TIME-EFFICIENT WASTE COLLECTION ROUTES FOR THE UP DILIMAN CAMPUS USING GIS-BASED NETWORK ANALYSIS, pages 243–250

reforestation

• DEVELOPMENT OF METHODOLOGY FOR MONITORING AND ASSESSING THE NATIONAL GREENING PROGRAM USING OPTICAL AND SAR DATA, pages 175–181

remote sensing

• DEVELOPMENT OF A GIS-BASED SYSTEM FOR IRRIGATION MANAGEMENT AND FLOW DISTRIBUTION, pages 267–272
• DEFORESTATION AND FOREST DEGRADATION ANALYSIS OF SOUTHERN SIERRA MADRE, PHILIPPINES USING GOOGLE EARTH ENGINE AND COMMUNITY MAPPING, pages 313–320

S

S-band

• ANALYSIS OF NOVASAR-1 S-BAND DATA IN DEVELOPING AN ALTERNATIVE LAND COVER MAPPING, pages 365–370

S-band SAR

• AUGMENTING THE PHILIPPINES’ DOST-ASTI’S POTENTIAL FLOOD EXTENTS MAPPING SERVICE WITH S-BAND NOVASAR-1 IMAGES, pages 203–210

SAR

• MINDORO OIL SPILL PROGRESS MONITORING USING SATELLITE IMAGERY, pages 157–162
• REMOTE SENSING AND GOOGLE EARTH ENGINE FOR RAPID FLOOD MAPPING AND DAMAGE ASSESSMENT: A CASE OF TYPHOON GONI (ROLLY) AND VAMCO (ULYSSES), pages 445–452

SARPROZ

• GROUND DEFORMATION MONITORING OF RECLAIMED LANDS ALONG MANILA BAY FREEPORT ZONE USING PS-INSAR TECHNIQUE, pages 335–342
• PERFORMANCE EVALUATION OF TEMPORAL MODEL AND SPATIAL CORRELATION METHODS FOR PERSISTENT SCATTERER DETERMINATION IN LANDSLIDE PRONE AREAS, pages 343–349

SLAM

• 3D RECONSTRUCTION OF THE FORT SANTIAGO DUNGEONS USING HANDHELD LASER SCANNING METHOD, pages 69–75
• ACCURACY ASSESSMENT OF A SLAM-ACQUIRED POINT CLOUD DATA USING A VARIETY OF CLASSIFICATION APPLICATIONS, pages 307–312

Satellite Data

• SPACE+ DATA DASHBOARD: EMPOWERING INSTITUTIONS AND CITIZENS WITH SEAMLESS SPACE DATA ACCESS, pages 219–225

Semantic Segmentation

• INVESTIGATING LOSS FUNCTIONS FOR SEGMENTING AND DETECTING SHIPS ON SAR IMAGERY, pages 321–326

Sentinel Asia

• MINDORO OIL SPILL PROGRESS MONITORING USING SATELLITE IMAGERY, pages 157–162

Sentinel-1

• COMPARISON OF THE USE OF SENTINEL-1 SAR AND ALOS-2 PALSAR-2 IN MANGROVE ABOVEGROUND BIOMASS ESTIMATION IN SAN JUAN, BATANGAS, PHILIPPINES, pages 53–60
• FISHPOND STATUS MAPPING USING RADAR REMOTE SENSING, pages 195–202

Sentinel-1 SAR imagery

• DUAL-POLARIMETRIC DECOMPOSITION OF SENTINEL-1 SAR IMAGE AND MACHINE LEARNING MODEL FOR OIL SPILL DETECTION: CASE OF MINDORO OIL SPILL, pages 101–106

Sentinel-2

• MULTISOURCE AND MULTITEMPORAL LAND COVER MAPPING OF GREATER LUZON ISLAND USING GOOGLE EARTH ENGINE, pages 93–99
• INTEGRATION OF STUMPF'S RATIO MODEL AND RANDOM FOREST FOR SATELLITE-DERIVED BATHYMETRY ESTIMATION, pages 387–393
• SUPERVISED IMAGE CLASSIFICATION MODEL FOR CORAL BLEACHING DETECTION USING A BI-TEMPORAL SENTINEL-2 IMAGE STACK, pages 395–401

Sentinel-2 MSI

• INVESTIGATING THE RELATIONSHIP OF WATER QUALITY ON LAND COVER CHANGE IN BORACAY ISLAND, pages 85–92

Sentinel-5P

• GIS-BASED REGRESSION ANALYSIS OF AIR QUALITY AND LAND SURFACE TEMPERATURE IN METRO MANILA AIRSHEDS, pages 77–83

Shoreline Change

• SPATIO-TEMPORAL SCALES OF LAND COVER AND SHORELINE DYNAMICS IN BANAYBANAY, DAVAO ORIENTAL, PHILIPPINES USING AVAILABLE OPTICAL SATELLITE IMAGERY, pages 61–67

Shortest Route Network

• AGENT-BASED MODELING OF UP DILIMAN INTRACAMPUS PEDESTRIAN MOBILITY USING NETLOGO AND GIS, pages 235–241

Simulation

• ESCAPE: EVACUATION SIMULATION USING COGNITIVE AGENT-BASED MODELING ON POSSIBLE EARTHQUAKE IN GAMA PLATFORM FOR THE CASE OF KALAYAAN RESIDENCE HALL, pages 39–46

Solar PV

• ASSESSMENT OF SOLAR PV OUTPUT PERFORMANCE WITH VARYING TILT ANGLES AND WEATHER DATA FROM ERA5: CASE OF MUNTINLUPA CITY, PHILIPPINES, pages 47–52

Solar PV Output Forecasting

• ASSESSMENT OF REANALYSIS DATA FOR SOLAR PV OUTPUT FORECASTING IN THE PHILIPPINES: CASE OF PANGASINAN, NEGROS OCCIDENTAL, AND DAVAO DEL NORTE, pages 279–284

Solar PV Power Output Estimation

• COMPARATIVE ANALYSIS OF CLOT-ADJUSTED AHI-8/9 AND FY-4A SOLAR RADIATION DATA FOR SOLAR PV POWER POTENTIAL ASSESSMENT IN THE PHILIPPINES, pages 425–430

Space Dashboard

• SPACE+ DATA DASHBOARD: EMPOWERING INSTITUTIONS AND CITIZENS WITH SEAMLESS SPACE DATA ACCESS, pages 219–225

Space varying

• INVESTIGATION OF THE EFFECT OF SPACE VARYING WIND INPUT ON HYDRODYNAMIC MODELING IN MANILA BAY AND LAGUNA LAKE, pages 143–148

StaMPS

• PERFORMANCE EVALUATION OF TEMPORAL MODEL AND SPATIAL CORRELATION METHODS FOR PERSISTENT SCATTERER DETERMINATION IN LANDSLIDE PRONE AREAS, pages 343–349

Street lighting

• IDENTIFYING ILLUMINATION COVERAGE IN UP DILIMAN CAMPUS USING GIS, pages 129–134

Student Schedule

• AGENT-BASED MODELING OF UP DILIMAN INTRACAMPUS PEDESTRIAN MOBILITY USING NETLOGO AND GIS, pages 235–241

Stumpf’s Ratio Model

• INTEGRATION OF STUMPF'S RATIO MODEL AND RANDOM FOREST FOR SATELLITE-DERIVED BATHYMETRY ESTIMATION, pages 387–393

Subsidence

• GROUND DEFORMATION MONITORING OF RECLAIMED LANDS ALONG MANILA BAY FREEPORT ZONE USING PS-INSAR TECHNIQUE, pages 335–342

Survey Procedures

• 3D GIS PARTICIPATORY MAPPING AND CONFLICT LADM: COMPARATIVE ANALYSIS OF LAND POLICIES AND SURVEY PROCEDURES APPLIED BY THE IGOROTS, NCIP, AND DENR TO ITOGON ANCESTRAL DOMAIN BOUNDARIES, pages 17–23

Survey accuracy

• THE APPLICABILITY OF LOW-COST MULTI-FREQUENCY MULTI-GNSS RECEIVERS FOR GEODETIC CONTROL SURVEYING, pages 371–377

Surveying

• 3D GIS PARTICIPATORY MAPPING AND CONFLICT LADM: COMPARATIVE ANALYSIS OF LAND POLICIES AND SURVEY PROCEDURES APPLIED BY THE IGOROTS, NCIP, AND DENR TO ITOGON ANCESTRAL DOMAIN BOUNDARIES, pages 17–23
• COMPARATIVE ANALYSIS OF LOW-COST CONSUMER-GRADE AND COMMERCIAL-GRADE DRONES FOR LAND SURVEYING APPLICATIONS, pages 31–37
• FEASIBILITY STUDY OF GNSS-ENABLED GCP MARKER FOR CONTROL ESTABLISHMENT FOR DRONE SURVEYING, pages 227–233

Synthetic Aperture Radar

• ANALYSIS OF NOVASAR-1 S-BAND DATA IN DEVELOPING AN ALTERNATIVE LAND COVER MAPPING, pages 365–370

salt farms

• SITE SUITABILITY ANALYSIS OF SALT FARMS IN PANGASINAN USING GEOSPATIAL DATA AND ANALYTIC HIERARCHY PROCESS, pages 113–120

salt production

• SITE SUITABILITY ANALYSIS OF SALT FARMS IN PANGASINAN USING GEOSPATIAL DATA AND ANALYTIC HIERARCHY PROCESS, pages 113–120

service allocation

• OPTIMIZING FOOD SERVICE ALLOCATION FOR UNIVERSITY OF THE PHILIPPINES (UP) DORMITORIES USING LOCATION-ALLOCATION NETWORK ANALYSIS, pages 163–168

simulation

• LAND USE LAND COVER (LULC) CHANGE ANALYSIS IN BAGUIO CITY USING GIS-BASED TRANSITION POTENTIAL MODELING, pages 357–363

slope

• SLOPE ANALYSIS OF CLOT-ADJUSTED SSI-FY4A DATA FOR SOLAR PV POWER POTENTIAL ASSESSMENT IN THE PHILIPPINES, pages 183–188

soil physical properties

• SPATIAL VARIABILITY OF SOIL PHYSICAL PROPERTIES IN SOUTHERN MANKAYAN, BENGUET, PHILIPPINES, pages 1–7

solar PV power output estimation

• SLOPE ANALYSIS OF CLOT-ADJUSTED SSI-FY4A DATA FOR SOLAR PV POWER POTENTIAL ASSESSMENT IN THE PHILIPPINES, pages 183–188

solar evaporation

• SITE SUITABILITY ANALYSIS OF SALT FARMS IN PANGASINAN USING GEOSPATIAL DATA AND ANALYTIC HIERARCHY PROCESS, pages 113–120

spatial analysis

• IDENTIFYING ILLUMINATION COVERAGE IN UP DILIMAN CAMPUS USING GIS, pages 129–134

spatial autocorrelation

• TOWARD SPATIAL AND SOCIAL EQUALITY: INVESTIGATING AND MODELING THE LINK BETWEEN OPPORTUNITY AND URBAN INTENSITY IN METRO MANILA, PHILIPPINES, pages 211–218

spatial equality

• TOWARD SPATIAL AND SOCIAL EQUALITY: INVESTIGATING AND MODELING THE LINK BETWEEN OPPORTUNITY AND URBAN INTENSITY IN METRO MANILA, PHILIPPINES, pages 211–218

spatial patterns

• WEB VISUALIZATION AND SPATIAL ANALYSIS OF TREE SPECIES DISTRIBUTION AT UNIVERSITY OF THE PHILIPPINES DILIMAN ACADEMIC OVAL, pages 25–29

spatial statistics

• TREE PLANTING PRIORITIZATION IN NATIONAL CAPITAL REGION, PHILIPPINES USING REMOTE SENSING, ANALYTIC HIERARCHY PROCESS AND GIS, pages 121–127

spatial variability

• SPATIAL VARIABILITY OF SOIL PHYSICAL PROPERTIES IN SOUTHERN MANKAYAN, BENGUET, PHILIPPINES, pages 1–7

storm surge

• TYPHOON KARDING (NORU) STORM SURGE ANALYSIS USING THE COAWST MODELING SYSTEM, pages 403–410

suitability analysis

• SITE SUITABILITY ANALYSIS OF SALT FARMS IN PANGASINAN USING GEOSPATIAL DATA AND ANALYTIC HIERARCHY PROCESS, pages 113–120

T

TSM

• INVESTIGATING THE RELATIONSHIP OF WATER QUALITY ON LAND COVER CHANGE IN BORACAY ISLAND, pages 85–92

Tenure Instruments

• MONITORING AND ASSESSMENT OF TENURE INSTRUMENTS FOR LAND ADMINISTRATION AND MANAGEMENT, pages 351–356

TerriaJS

• SPACE+ DATA DASHBOARD: EMPOWERING INSTITUTIONS AND CITIZENS WITH SEAMLESS SPACE DATA ACCESS, pages 219–225

Thermal Unrest

• IDENTIFICATION OF PATTERNS OF THERMAL UNREST IN TAAL VOLCANO USING REMOTE SENSING, pages 135–141

Tilt Angle

• ASSESSMENT OF SOLAR PV OUTPUT PERFORMANCE WITH VARYING TILT ANGLES AND WEATHER DATA FROM ERA5: CASE OF MUNTINLUPA CITY, PHILIPPINES, pages 47–52

Time Series Analysis

• TIME-SERIES ANALYSIS OF SATELLITE-BASED TRACE GASES CONCENTRATIONS IN PORT AREAS IN THE PHILIPPINES USING SENTINEL-5P, pages 9–16

transition potential

• LAND USE LAND COVER (LULC) CHANGE ANALYSIS IN BAGUIO CITY USING GIS-BASED TRANSITION POTENTIAL MODELING, pages 357–363

tree species distribution

• WEB VISUALIZATION AND SPATIAL ANALYSIS OF TREE SPECIES DISTRIBUTION AT UNIVERSITY OF THE PHILIPPINES DILIMAN ACADEMIC OVAL, pages 25–29

typhoon

• TYPHOON KARDING (NORU) STORM SURGE ANALYSIS USING THE COAWST MODELING SYSTEM, pages 403–410
• REMOTE SENSING AND GOOGLE EARTH ENGINE FOR RAPID FLOOD MAPPING AND DAMAGE ASSESSMENT: A CASE OF TYPHOON GONI (ROLLY) AND VAMCO (ULYSSES), pages 445–452

U

Unmanned Aerial Systems

• COMPARATIVE ANALYSIS OF LOW-COST CONSUMER-GRADE AND COMMERCIAL-GRADE DRONES FOR LAND SURVEYING APPLICATIONS, pages 31–37

Unmanned Aerial Vehicle (UAV)

• 3-D AIR POLLUTION ESTIMATION USING A HYBRID SPATIAL MODEL: A CASE STUDY OF ZHUNAN-MIAOLI AREA, TAIWAN, pages 301–306

Uplift

• GROUND DEFORMATION MONITORING OF RECLAIMED LANDS ALONG MANILA BAY FREEPORT ZONE USING PS-INSAR TECHNIQUE, pages 335–342

Urban area

• MAPPING 3D STRUCTURE OF URBAN TREES USING AIRBORNE LIDAR DATA FOR TOPOGRAPHIC SURVEY, pages 411–416

undergraduate students

• OPTIMIZING FOOD SERVICE ALLOCATION FOR UNIVERSITY OF THE PHILIPPINES (UP) DORMITORIES USING LOCATION-ALLOCATION NETWORK ANALYSIS, pages 163–168

urban area

• A CFD-BASED AIR QUALITY DISPERSION MODELING FOR URBAN AREAS USING OPENFOAM, pages 327–333

urban ecosystems

• WEB VISUALIZATION AND SPATIAL ANALYSIS OF TREE SPECIES DISTRIBUTION AT UNIVERSITY OF THE PHILIPPINES DILIMAN ACADEMIC OVAL, pages 25–29

urban green spaces

• TREE PLANTING PRIORITIZATION IN NATIONAL CAPITAL REGION, PHILIPPINES USING REMOTE SENSING, ANALYTIC HIERARCHY PROCESS AND GIS, pages 121–127

urban intensity mapping neighborhood effects

• TOWARD SPATIAL AND SOCIAL EQUALITY: INVESTIGATING AND MODELING THE LINK BETWEEN OPPORTUNITY AND URBAN INTENSITY IN METRO MANILA, PHILIPPINES, pages 211–218

V

Vegetation

• MAPPING 3D STRUCTURE OF URBAN TREES USING AIRBORNE LIDAR DATA FOR TOPOGRAPHIC SURVEY, pages 411–416

Volcano Activity

• IDENTIFICATION OF PATTERNS OF THERMAL UNREST IN TAAL VOLCANO USING REMOTE SENSING, pages 135–141

Voxel

• MAPPING 3D STRUCTURE OF URBAN TREES USING AIRBORNE LIDAR DATA FOR TOPOGRAPHIC SURVEY, pages 411–416

W

WRF

• INVESTIGATION OF THE EFFECT OF SPACE VARYING WIND INPUT ON HYDRODYNAMIC MODELING IN MANILA BAY AND LAGUNA LAKE, pages 143–148

Waste Management

• DEVELOPMENT OF TIME-EFFICIENT WASTE COLLECTION ROUTES FOR THE UP DILIMAN CAMPUS USING GIS-BASED NETWORK ANALYSIS, pages 243–250

Water Colour Simulator (WASI)

• COMPARATIVE ANALYSIS OF PRISMA HYPERSPECTRAL AND SENTINEL-2 MULTISPECTRAL IMAGES FOR CHLOROPHYLL-A AND TURBIDITY MAPPING OF TAAL LAKE, pages 293–299

Water level monitoring

• REAL-TIME WATER LEVEL MONITORING USING LOW-COST GNSS RECEIVER, pages 189–194

Water quality

• COMPARATIVE ANALYSIS OF PRISMA HYPERSPECTRAL AND SENTINEL-2 MULTISPECTRAL IMAGES FOR CHLOROPHYLL-A AND TURBIDITY MAPPING OF TAAL LAKE, pages 293–299

Weather Parameters

• ASSESSMENT OF REANALYSIS DATA FOR SOLAR PV OUTPUT FORECASTING IN THE PHILIPPINES: CASE OF PANGASINAN, NEGROS OCCIDENTAL, AND DAVAO DEL NORTE, pages 279–284

Web Development

• DEVELOPMENT OF A WEB PLATFORM FOR AIR QUALITY MONITORING, pages 431–436

Web GIS

• DEVELOPMENT OF A WEBGIS FOR SOLAR PV RESOURCE AND INSTALLATION ASSESSMENT USING GEOSPATIAL TECHNOLOGIES, pages 107–112

WebGIS

• SPACE+ DATA DASHBOARD: EMPOWERING INSTITUTIONS AND CITIZENS WITH SEAMLESS SPACE DATA ACCESS, pages 219–225
• DEVELOPMENT OF A WEB PLATFORM FOR AIR QUALITY MONITORING, pages 431–436

Wind

• INVESTIGATION OF THE EFFECT OF SPACE VARYING WIND INPUT ON HYDRODYNAMIC MODELING IN MANILA BAY AND LAGUNA LAKE, pages 143–148

web-based platform

• WEB VISUALIZATION AND SPATIAL ANALYSIS OF TREE SPECIES DISTRIBUTION AT UNIVERSITY OF THE PHILIPPINES DILIMAN ACADEMIC OVAL, pages 25–29

X

XGBoost

• ASSESSMENT OF REANALYSIS DATA FOR SOLAR PV OUTPUT FORECASTING IN THE PHILIPPINES: CASE OF PANGASINAN, NEGROS OCCIDENTAL, AND DAVAO DEL NORTE, pages 279–284

Z

ZEB Revo RT

• 3D RECONSTRUCTION OF THE FORT SANTIAGO DUNGEONS USING HANDHELD LASER SCANNING METHOD, pages 69–75