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The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume XLVIII-4/W8-2023
https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-395-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/isprs-archives-XLVIII-4-W8-2023-395-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
25 Apr 2024
| 25 Apr 2024
SUPERVISED IMAGE CLASSIFICATION MODEL FOR CORAL BLEACHING DETECTION USING A BI-TEMPORAL SENTINEL-2 IMAGE STACK
G. A. M. Narciso
Department of Geodetic Engineering, University of the Philippines Diliman, Quezon City 1101, Philippines
A. M. Tamondong
Department of Geodetic Engineering, University of the Philippines Diliman, Quezon City 1101, Philippines
A. C. Blanco
Department of Geodetic Engineering, University of the Philippines Diliman, Quezon City 1101, Philippines
Space Information Infrastructure Bureau, Philippine Space Agency, Quezon City 1101, Philippines
T. Nakamura
School of Environment and Society, Tokyo Institute of Technology, Ookayama, Tokyo 152-8552, Japan
K. Nadaoka
School of Environment and Society, Tokyo Institute of Technology, Ookayama, Tokyo 152-8552, Japan
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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
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
K. P. Martinez, D. F. M. Burgos, A. C. Blanco, and S. G. Salmo III
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2021, 109–115, https://doi.org/10.5194/isprs-annals-V-3-2021-109-2021, https://doi.org/10.5194/isprs-annals-V-3-2021-109-2021, 2021
D. C. Fargas Jr., G. A. M. Narciso, and A. C. Blanco
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2021, 117–124, https://doi.org/10.5194/isprs-annals-V-3-2021-117-2021, https://doi.org/10.5194/isprs-annals-V-3-2021-117-2021, 2021
K. E. Cabello, M. Q. Germentil, A. C. Blanco, E. G. Macatulad, and S. G. Salmo III
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2021, 243–250, https://doi.org/10.5194/isprs-annals-V-3-2021-243-2021, https://doi.org/10.5194/isprs-annals-V-3-2021-243-2021, 2021
J. A. Cruz, J. A. Santos, and A. Blanco
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B5-2020, 115–122, https://doi.org/10.5194/isprs-archives-XLIII-B5-2020-115-2020, https://doi.org/10.5194/isprs-archives-XLIII-B5-2020-115-2020, 2020
A. C. Blanco, J. B. Babaan, J. E. Escoto, and C. K. Alcantara
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2020, 23–28, https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-23-2020, https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-23-2020, 2020
A. Baloloy, J. A. Cruz, R. R. Sta. Ana, A. Blanco, N. V. Lubrica, C. J. Valdez, and J. J. Bernardo
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-4-2020, 187–194, https://doi.org/10.5194/isprs-annals-V-4-2020-187-2020, https://doi.org/10.5194/isprs-annals-V-4-2020-187-2020, 2020
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
A. C. Blanco, A. Manuel, R. Jalbuena, K. Ticman, J. M. Medina, E. Gubatanga, A. Santos, R. Sta. Ana, E. Herrera, and K. Nadaoka
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3-W11, 17–21, https://doi.org/10.5194/isprs-archives-XLII-3-W11-17-2020, https://doi.org/10.5194/isprs-archives-XLII-3-W11-17-2020, 2020
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
J. M. Medina, A. C. Blanco, and C. G. Candido
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3-W11, 85–92, https://doi.org/10.5194/isprs-archives-XLII-3-W11-85-2020, https://doi.org/10.5194/isprs-archives-XLII-3-W11-85-2020, 2020
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
R. T. Bahia, M. C. Estur, A. C. Blanco, and M. Soriano
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 39–46, https://doi.org/10.5194/isprs-archives-XLII-4-W19-39-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W19-39-2019, 2019
A. Baloloy, R. R. Sta. Ana, J. A. Cruz, A. C. Blanco, N. V. Lubrica, C. J. Valdez, and E. P. Cajucom
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 47–54, https://doi.org/10.5194/isprs-archives-XLII-4-W19-47-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W19-47-2019, 2019
K. A. Cabello, M. A. A. Manabat, M. B. A. Zamora, and A. C. Blanco
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 83–87, https://doi.org/10.5194/isprs-archives-XLII-4-W19-83-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W19-83-2019, 2019
S. F. Cañete, L. L. Schaap, R. Andales, R. E. S. Otadoy, A. C. Blanco, J. Babaan, and C. Cruz
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 93–100, https://doi.org/10.5194/isprs-archives-XLII-4-W19-93-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W19-93-2019, 2019
B. G. Carcellar III, A. C. Blanco, and M. Nagai
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 101–108, https://doi.org/10.5194/isprs-archives-XLII-4-W19-101-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W19-101-2019, 2019
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
C. Cruz, A. C. Blanco, J. Babaan, J. A. Cruz, R. R. Sta. Ana, and E. Paringit
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 141–148, https://doi.org/10.5194/isprs-archives-XLII-4-W19-141-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W19-141-2019, 2019
J. A. Cruz, J. A. Santos, J. J. Garcia, A. C. Blanco, and A. D. Moscoso
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 149–156, https://doi.org/10.5194/isprs-archives-XLII-4-W19-149-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W19-149-2019, 2019
M. N. Cruz, K. C. Medina, A. S. Cabriga, F. Mendoza, and A. C. Blanco
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 157–164, https://doi.org/10.5194/isprs-archives-XLII-4-W19-157-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W19-157-2019, 2019
D. M. G. dela Torre, P. K. A. dela Cruz, R. P. Jose, N. B. Gatdula, and A. C. Blanco
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 173–180, https://doi.org/10.5194/isprs-archives-XLII-4-W19-173-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W19-173-2019, 2019
R. Enriquez, M. Rodriguez, A. C. Blanco, I. Estacio, and L. R. Depositario
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 193–198, https://doi.org/10.5194/isprs-archives-XLII-4-W19-193-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W19-193-2019, 2019
I. Estacio, J. Babaan, N. J. Pecson, A. C. Blanco, J. E. Escoto, and C. K. Alcantara
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 199–206, https://doi.org/10.5194/isprs-archives-XLII-4-W19-199-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W19-199-2019, 2019
R. M. A. Fesalbon and A. C. Blanco
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 207–214, https://doi.org/10.5194/isprs-archives-XLII-4-W19-207-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W19-207-2019, 2019
E. V. Gubatanga Jr, A. C. Blanco, C. H. Lin, and B. Y. Lin
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 229–232, https://doi.org/10.5194/isprs-archives-XLII-4-W19-229-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W19-229-2019, 2019
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
M. L. R. Lagahit and A. C. Blanco
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 263–270, https://doi.org/10.5194/isprs-archives-XLII-4-W19-263-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W19-263-2019, 2019
K. P. Landicho and A. C. Blanco
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 275–282, https://doi.org/10.5194/isprs-archives-XLII-4-W19-275-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W19-275-2019, 2019
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
R. M. G. Maravilla, J. P. Quinalayo, A. C. Blanco, C. G. Candido, E. V. Gubatanga, and K. D. V. Ticman
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 297–303, https://doi.org/10.5194/isprs-archives-XLII-4-W19-297-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W19-297-2019, 2019
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
A. M. Rejuso, A. C. Cortes, A. C. Blanco, C. A. Cruz, and J. B. Babaan
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 361–367, https://doi.org/10.5194/isprs-archives-XLII-4-W19-361-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W19-361-2019, 2019
M. A. Syariz, C.-H. Lin, and A. C. Blanco
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 401–405, https://doi.org/10.5194/isprs-archives-XLII-4-W19-401-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W19-401-2019, 2019
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
M. M. Tinoy, A. U. Novero, K. P. Landicho, A. B. Baloloy, and A. C. Blanco
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 433–440, https://doi.org/10.5194/isprs-archives-XLII-4-W19-433-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W19-433-2019, 2019
J. J. Valles, C. Perez, and A. C. Blanco
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 455–462, https://doi.org/10.5194/isprs-archives-XLII-4-W19-455-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W19-455-2019, 2019
C. A. Alcantara, J. D. Escoto, A. C. Blanco, A. B. Baloloy, J. A. Santos, and R. R. Sta. Ana
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W16, 85–92, https://doi.org/10.5194/isprs-archives-XLII-4-W16-85-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W16-85-2019, 2019
R. L. Jalbuena, A. C. Blanco, A. Manuel, R. R. Sta. Ana, and J. A. Santos
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W16, 277–282, https://doi.org/10.5194/isprs-archives-XLII-4-W16-277-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W16-277-2019, 2019
J. K. S. Villanueva and A. C. Blanco
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W12, 167–174, https://doi.org/10.5194/isprs-archives-XLII-4-W12-167-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W12-167-2019, 2019
R. R. T. Francisco, A. C. Blanco, M. A. G. Manalili, N. B. Gatdula, A. J. G. Songcuan, K. P. C. Landicho, R. B. Reyes, and R. J. A. Apura
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W12, 83–88, https://doi.org/10.5194/isprs-archives-XLII-4-W12-83-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W12-83-2019, 2019
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
J. R. Bognot, C. G. Candido, A. C. Blanco, and J. R. Y. Montelibano
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2, 41–47, https://doi.org/10.5194/isprs-annals-IV-2-41-2018, https://doi.org/10.5194/isprs-annals-IV-2-41-2018, 2018
Reginald Jay Labadisos Argamosa, Ariel Conferido Blanco, Alvin Balidoy Baloloy, Christian Gumbao Candido, John Bart Lovern Caboboy Dumalag, Lady Lee Carandang Dimapilis, and Enrico Camero Paringit
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-3, 13–20, https://doi.org/10.5194/isprs-annals-IV-3-13-2018, https://doi.org/10.5194/isprs-annals-IV-3-13-2018, 2018
Alvin Balidoy Baloloy, Ariel Conferido Blanco, Christian Gumbao Candido, Reginal Jay Labadisos Argamosa, John Bart Lovern Caboboy Dumalag, Lady Lee Carandang Dimapilis, and Enrico Camero Paringit
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-3, 29–36, https://doi.org/10.5194/isprs-annals-IV-3-29-2018, https://doi.org/10.5194/isprs-annals-IV-3-29-2018, 2018
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. C. Blanco, A. Tamondong, A. M. Perez, M. R. C. Ang, E. Paringit, R. Alberto, N. Alibuyog, D. Aquino, A. Ballado, P. Garcia, M. Japitana, M. T. Ignacio, D. Macandog, A. Novero, R. E. Otadoy, E. Regis, M. Rodriguez, J. Silapan, and R. Villar
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B6, 105–109, https://doi.org/10.5194/isprs-archives-XLI-B6-105-2016, https://doi.org/10.5194/isprs-archives-XLI-B6-105-2016, 2016
A. M. C. Perez, R. M. De La Cruz, N. T. Olfindo, N. J. B. Borlongan, M. M. Felicen, and A. C. Blanco
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B6, 139–144, https://doi.org/10.5194/isprs-archives-XLI-B6-139-2016, https://doi.org/10.5194/isprs-archives-XLI-B6-139-2016, 2016
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
The International Society for Photogrammetry and Remote Sensing is a non-governmental organization devoted to the development of international cooperation for the advancement of photogrammetry and remote sensing and their applications. The Society operates without any discrimination on grounds of race, religion, nationality, or political philosophy.
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