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ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume V-3-2021
https://doi.org/10.5194/isprs-annals-V-3-2021-109-2021
© Author(s) 2021. 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-annals-V-3-2021-109-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
17 Jun 2021
| 17 Jun 2021
MULTI-SENSOR APPROACH TO LEAF AREA INDEX ESTIMATION USING STATISTICAL MACHINE LEARNING MODELS: A CASE ON MANGROVE FORESTS
K. P. Martinez
Department of Geodetic Engineering, College of Engineering, University of the Philippines-Diliman, Philippines
D. F. M. Burgos
Department of Geodetic Engineering, College of Engineering, University of the Philippines-Diliman, Philippines
A. C. Blanco
Department of Geodetic Engineering, College of Engineering, University of the Philippines-Diliman, Philippines
Training Center for Applied Geodesy and Photogrammetry, University of the Philippines-Diliman, Philippines
S. G. Salmo III
Institute of Biology, College of Science, University of the Philippines-Diliman, Philippines
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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
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. 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
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
M. Z. G. Untalan, D. F. M. Burgos, and K. P. Martinez
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W19, 449–454, https://doi.org/10.5194/isprs-archives-XLII-4-W19-449-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W19-449-2019, 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
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
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. 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
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
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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