The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Download
Share
Publications Copernicus
Download
Citation
Share
Articles | Volume XLIII-B3-2021
https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-103-2021
https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-103-2021
28 Jun 2021
 | 28 Jun 2021

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

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

Related authors

A Deep Learning Framework for Forecasting Built-Up Area and Population to Support Land Use Efficiency Projections under SDG 11.3.1
Jojene R. Santillan, Mareike Dorozynski, and Christian Heipke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5-W4-2025, 385–392, https://doi.org/10.5194/isprs-annals-X-5-W4-2025-385-2026,https://doi.org/10.5194/isprs-annals-X-5-W4-2025-385-2026, 2026
Uncertainty Quantification and Monte Carlo Simulations to Enhance SDG 11.3.1 Monitoring
Jojene R. Santillan, Mareike Dorozynski, and Christian Heipke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-G-2025, 753–762, https://doi.org/10.5194/isprs-annals-X-G-2025-753-2025,https://doi.org/10.5194/isprs-annals-X-G-2025-753-2025, 2025
Visualizing the Philippines’ SDG 11.3.1 Status and Progress Using Open-Source Geospatial Software and Earth Observation Datasets
Jojene R. Santillan and Christian Heipke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5-2024, 173–180, https://doi.org/10.5194/isprs-annals-X-5-2024-173-2024,https://doi.org/10.5194/isprs-annals-X-5-2024-173-2024, 2024
USING GHSL TO ANALYZE URBANIZATION AND LAND-USE EFFICIENCY IN THE PHILIPPINES FROM 1975–2020: TRENDS AND IMPLICATIONS FOR SUSTAINABLE DEVELOPMENT
J. R. Santillan and C. Heipke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 413–422, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-413-2023,https://doi.org/10.5194/isprs-annals-X-1-W1-2023-413-2023, 2023
USING MACHINE LEARNING CLASSIFIERS AND REGRESSION MODELS FOR ESTIMATING THE STAND AGES OF FALCATA PLANTATIONS FROM SENTINEL DATA
J. C. L. Escasio, J. R. Santillan, and M. Makinano-Santillan
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W6-2022, 465–472, https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-465-2023,https://doi.org/10.5194/isprs-archives-XLVIII-4-W6-2022-465-2023, 2023