USING GHSL TO ANALYZE URBANIZATION AND LAND-USE EFFICIENCY IN THE PHILIPPINES FROM 1975–2020: TRENDS AND IMPLICATIONS FOR SUSTAINABLE DEVELOPMENT

Santillan, J. R.; Heipke, C.

doi:https://doi.org/10.5194/isprs-annals-X-1-W1-2023-413-2023

VERTICAL ACCURACY EVALUATION OF THE FOREST AND BUILDINGS REMOVED COPERNICUS DEM (FABDEM) OVER THE PHILIPPINES

J. R. Santillan

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W6-2022, 311–318, https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-311-2023,https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-311-2023, 2023

ABOVEGROUND BIOMASS AND CARBON STOCK ESTIMATION OF FALCATA THROUGH THE SYNERGISTIC USE OF SENTINEL-1 AND SENTINEL-2 IMAGES

J. L. E. Gesta, J. M. Fernandez, R. S. Lina, and J. R. Santillan

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W6-2022, 117–122, https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-117-2023,https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-117-2023, 2023

MAPPING LAND COVER CHANGE AND MODELLING ITS IMPACTS ON THE INUNDATION RESPONSES OF THE AGUSAN MARSH, MINDANAO, PHILIPPINES

M. M. Makinano-Santillan and J. R. Santillan

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 595–602, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-595-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-595-2021, 2021

EVALUATION OF MACHINE LEARNING CLASSIFIERS FOR MAPPING FALCATA PLANTATIONS IN SENTINEL-2 IMAGE

J. R. Santillan and J. L. E. Gesta

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 103–108, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-103-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-103-2021, 2021

PRECISE VEHICLE RECONSTRUCTION FOR AUTONOMOUS DRIVING APPLICATIONS

M. Coenen, F. Rottensteiner, and C. Heipke

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W5, 21–28, https://doi.org/10.5194/isprs-annals-IV-2-W5-21-2019,https://doi.org/10.5194/isprs-annals-IV-2-W5-21-2019, 2019

CONFIDENCE-AWARE PEDESTRIAN TRACKING USING A STEREO CAMERA

U. Nguyen, F. Rottensteiner, and C. Heipke

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W5, 53–60, https://doi.org/10.5194/isprs-annals-IV-2-W5-53-2019,https://doi.org/10.5194/isprs-annals-IV-2-W5-53-2019, 2019

NEAR-REAL TIME HAZARD MONITORING AND INFORMATION DISSEMINATION THROUGH INTEGRATION OF REMOTE SENSING, GIS, NUMERICAL MODELLING, WEB APPLICATIONS AND SOCIAL MEDIA

M. Makinano-Santillan, J. Serviano, C. K. Rubillos, A. Amora, J. R. Santillan, E. M. Morales, J. T. Marqueso, and A. L. Gingo

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-3-W1, 25–32, https://doi.org/10.5194/isprs-annals-IV-3-W1-25-2019,https://doi.org/10.5194/isprs-annals-IV-3-W1-25-2019, 2019

ANALYZING THE IMPACTS OF LAND COVER CHANGE TO THE HYDROLOGIC AND HYDRAULIC BEHAVIOURS OF THE PHILIPPINES' THIRD LARGEST RIVER BASIN

J. R. Santillan, A. M. Amora, M. Makinano-Santillan, A. L. Gingo, and J. T. Marqueso

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-3-W1, 41–48, https://doi.org/10.5194/isprs-annals-IV-3-W1-41-2019,https://doi.org/10.5194/isprs-annals-IV-3-W1-41-2019, 2019

XXIII ISPRS Congress, Proceedings and Results – Volume XLI, Part A, 2016

L. Halounová, C. Heipke, and A. Radtke

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-A, 1–298, https://doi.org/10.5194/isprs-archives-XLI-A-1-2018,https://doi.org/10.5194/isprs-archives-XLI-A-1-2018, 2018

THERMAL IR IMAGING: IMAGE QUALITY AND ORTHOPHOTO GENERATION

A. Sledz, J. Unger, and C. Heipke

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1, 413–420, https://doi.org/10.5194/isprs-archives-XLII-1-413-2018,https://doi.org/10.5194/isprs-archives-XLII-1-413-2018, 2018

A COMPARISON OF TWO STRATEGIES FOR AVOIDING NEGATIVE TRANSFER IN DOMAIN ADAPTATION BASED ON LOGISTIC REGRESSION

A. Paul, K. Vogt, F. Rottensteiner, J. Ostermann, and C. Heipke

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 845–852, https://doi.org/10.5194/isprs-archives-XLII-2-845-2018,https://doi.org/10.5194/isprs-archives-XLII-2-845-2018, 2018

RECOVERING THE 3D POSE AND SHAPE OF VEHICLES FROM STEREO IMAGES

M. Coenen, F. Rottensteiner, and C. Heipke

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2, 73–80, https://doi.org/10.5194/isprs-annals-IV-2-73-2018,https://doi.org/10.5194/isprs-annals-IV-2-73-2018, 2018

ROBUST IMAGE ORIENTATION BASED ON RELATIVE ROTATIONS AND TIE POINTS

X. Wang, F. Rottensteiner, and C. Heipke

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2, 295–302, https://doi.org/10.5194/isprs-annals-IV-2-295-2018,https://doi.org/10.5194/isprs-annals-IV-2-295-2018, 2018

AUTOMATIC CLASSIFICATION OF AERIAL IMAGERY FOR URBAN HYDROLOGICAL APPLICATIONS

A. Paul, C. Yang, U. Breitkopf, Y. Liu, Z. Wang, F. Rottensteiner, M. Wallner, A. Verworn, and C. Heipke

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3, 1355–1362, https://doi.org/10.5194/isprs-archives-XLII-3-1355-2018,https://doi.org/10.5194/isprs-archives-XLII-3-1355-2018, 2018

GENERATING IMPACT MAPS FROM AUTOMATICALLY DETECTED BOMB CRATERS IN AERIAL WARTIME IMAGES USING MARKED POINT PROCESSES

Christian Kruse, Franz Rottensteiner, Thorsten Hoberg, Marcel Ziems, Julia Rebke, and Christian Heipke

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-3, 127–134, https://doi.org/10.5194/isprs-annals-IV-3-127-2018,https://doi.org/10.5194/isprs-annals-IV-3-127-2018, 2018

ANALYSIS OF IN-SITU SPECTRAL REFLECTANCE OF SAGO AND OTHER PALMS: IMPLICATIONS FOR THEIR DETECTION IN OPTICAL SATELLITE IMAGES

Jojene Rendon Santillan and Meriam Makinano-Santillan

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-3, 185–191, https://doi.org/10.5194/isprs-annals-IV-3-185-2018,https://doi.org/10.5194/isprs-annals-IV-3-185-2018, 2018

CLASSIFICATION OF LAND COVER AND LAND USE BASED ON CONVOLUTIONAL NEURAL NETWORKS

Chun Yang, Franz Rottensteiner, and Christian Heipke

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-3, 251–258, https://doi.org/10.5194/isprs-annals-IV-3-251-2018,https://doi.org/10.5194/isprs-annals-IV-3-251-2018, 2018

OPEN SOURCE WEB-BASED SOLUTIONS FOR DISSEMINATING AND ANALYZING FLOOD HAZARD INFORMATION AT THE COMMUNITY LEVEL

M. M.-M.-Santillan, J. R. Santillan, and E. M. O. Morales

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W7, 91–97, https://doi.org/10.5194/isprs-archives-XLII-2-W7-91-2017,https://doi.org/10.5194/isprs-archives-XLII-2-W7-91-2017, 2017

ASSIGNING TIE POINTS TO A GENERALISED BUILDING MODEL FOR UAS IMAGE ORIENTATION

J. Unger, F. Rottensteiner, and C. Heipke

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W6, 385–392, https://doi.org/10.5194/isprs-archives-XLII-2-W6-385-2017,https://doi.org/10.5194/isprs-archives-XLII-2-W6-385-2017, 2017

DETECTION AND 3D MODELLING OF VEHICLES FROM TERRESTRIAL STEREO IMAGE PAIRS

M. Coenen, F. Rottensteiner, and C. Heipke

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1-W1, 505–512, https://doi.org/10.5194/isprs-archives-XLII-1-W1-505-2017,https://doi.org/10.5194/isprs-archives-XLII-1-W1-505-2017, 2017

Preface

Christian Heipke, Karsten Jacobsen, Uwe Stilla, Franz Rottensteiner, Alper Yilmaz, Michael Ying Yang, Jan Skaloud, and Ismael Colomina

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-1-W1, 1–2, https://doi.org/10.5194/isprs-annals-IV-1-W1-1-2017,https://doi.org/10.5194/isprs-annals-IV-1-W1-1-2017, 2017

Preface

C. Heipke, K. Jacobsen, U. Stilla, F. Rottensteiner, A. Yilmaz, M. Ying Yang, J. Skaloud, and I. Colomina

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1-W1, 1–2, https://doi.org/10.5194/isprs-archives-XLII-1-W1-1-2017,https://doi.org/10.5194/isprs-archives-XLII-1-W1-1-2017, 2017

AUTOMATIC CLASSIFICATION OF HIGH RESOLUTION SATELLITE IMAGERY – A CASE STUDY FOR URBAN AREAS IN THE KINGDOM OF SAUDI ARABIA

A. Maas, M. Alrajhi, A. Alobeid, and C. Heipke

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1-W1, 11–16, https://doi.org/10.5194/isprs-archives-XLII-1-W1-11-2017,https://doi.org/10.5194/isprs-archives-XLII-1-W1-11-2017, 2017

CLASSIFICATION UNDER LABEL NOISE BASED ON OUTDATED MAPS

A. Maas, F. Rottensteiner, and C. Heipke

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-1-W1, 215–222, https://doi.org/10.5194/isprs-annals-IV-1-W1-215-2017,https://doi.org/10.5194/isprs-annals-IV-1-W1-215-2017, 2017

BOOSTED UNSUPERVISED MULTI-SOURCE SELECTION FOR DOMAIN ADAPTATION

K. Vogt, A. Paul, J. Ostermann, F. Rottensteiner, and C. Heipke

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-1-W1, 229–236, https://doi.org/10.5194/isprs-annals-IV-1-W1-229-2017,https://doi.org/10.5194/isprs-annals-IV-1-W1-229-2017, 2017

INFLUENCE OF RIVER BED ELEVATION SURVEY CONFIGURATIONS AND INTERPOLATION METHODS ON THE ACCURACY OF LIDAR DTM-BASED RIVER FLOW SIMULATIONS

J. R. Santillan, J. L. Serviano, M. Makinano-Santillan, and J. T. Marqueso

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W1, 225–235, https://doi.org/10.5194/isprs-archives-XLII-4-W1-225-2016,https://doi.org/10.5194/isprs-archives-XLII-4-W1-225-2016, 2016

BEYOND FLOOD HAZARD MAPS: DETAILED FLOOD CHARACTERIZATION WITH REMOTE SENSING, GIS AND 2D MODELLING

J. R. Santillan, J. T. Marqueso, M. Makinano-Santillan, and J. L. Serviano

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W1, 315–323, https://doi.org/10.5194/isprs-archives-XLII-4-W1-315-2016,https://doi.org/10.5194/isprs-archives-XLII-4-W1-315-2016, 2016

ASSESSING THE IMPACTS OF FLOODING CAUSED BY EXTREME RAINFALL EVENTS THROUGH A COMBINED GEOSPATIAL AND NUMERICAL MODELING APPROACH

J. R. Santillan, A. M. Amora, M. Makinano-Santillan, J. T. Marqueso, L. C. Cutamora, J. L. Serviano, and R. M. Makinano

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B8, 1271–1278, https://doi.org/10.5194/isprs-archives-XLI-B8-1271-2016,https://doi.org/10.5194/isprs-archives-XLI-B8-1271-2016, 2016

VERTICAL ACCURACY ASSESSMENT OF 30-M RESOLUTION ALOS, ASTER, AND SRTM GLOBAL DEMS OVER NORTHEASTERN MINDANAO, PHILIPPINES

J. R. Santillan and M. Makinano-Santillan

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B4, 149–156, https://doi.org/10.5194/isprs-archives-XLI-B4-149-2016,https://doi.org/10.5194/isprs-archives-XLI-B4-149-2016, 2016

USING GHSL TO ANALYZE URBANIZATION AND LAND-USE EFFICIENCY IN THE PHILIPPINES FROM 1975–2020: TRENDS AND IMPLICATIONS FOR SUSTAINABLE DEVELOPMENT

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