TY - GEN
T1 - Development of Vegetation Changes Monitoring Application in Kalimantan Island (2000-2021) with MODIS Satellite Imagery using Streamlit Platform
AU - Hanansyah, Megivareza Putri
AU - Rivani, Amalia Putri
AU - Sanjaya, Hartanto
AU - Jaelani, Lalu Muhamad
AU - Nurdiansyah,
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - Kalimantan Island is one of the largest islands in Indonesia, with high natural and mineral resources. Therefore, the mining industry and clearing of forest areas for oil palm plantations cause a decrease in vegetation. However, the existence of vegetation has a positive impact on the sustainability of the ecosystem. For this reason, monitoring the vegetation on the island of Kalimantan regularly using remote sensing data is necessary. This study uses MODIS Nadir BRDF-Adjusted Reflectance Daily 500m (MODIS/006/MCD43A4) satellite imagery consisting of bands 1-7 and 500 meters resolution. Data calculation using the MNDVI algorithm, which can reduce atmospheric effects and, at the same time, adjusts parameters for reflectance data not affected by the atmosphere. Then, data processing was carried out with cloud masking and clipping using the boundaries of Kalimantan, and the results were classified into four classes. The monitoring of vegetation changes will develop into a web-based application. Applications are made using the Streamlit framework and can be accessed by anyone needing data on vegetation changes on the island of Kalimantan from 2000 to 2021.
AB - Kalimantan Island is one of the largest islands in Indonesia, with high natural and mineral resources. Therefore, the mining industry and clearing of forest areas for oil palm plantations cause a decrease in vegetation. However, the existence of vegetation has a positive impact on the sustainability of the ecosystem. For this reason, monitoring the vegetation on the island of Kalimantan regularly using remote sensing data is necessary. This study uses MODIS Nadir BRDF-Adjusted Reflectance Daily 500m (MODIS/006/MCD43A4) satellite imagery consisting of bands 1-7 and 500 meters resolution. Data calculation using the MNDVI algorithm, which can reduce atmospheric effects and, at the same time, adjusts parameters for reflectance data not affected by the atmosphere. Then, data processing was carried out with cloud masking and clipping using the boundaries of Kalimantan, and the results were classified into four classes. The monitoring of vegetation changes will develop into a web-based application. Applications are made using the Streamlit framework and can be accessed by anyone needing data on vegetation changes on the island of Kalimantan from 2000 to 2021.
KW - Earth Engine
KW - MNDVI
KW - MODIS
KW - Streamlit
KW - Vegetation Changes
UR - http://www.scopus.com/inward/record.url?scp=85156101179&partnerID=8YFLogxK
U2 - 10.1109/AGERS56232.2022.10093614
DO - 10.1109/AGERS56232.2022.10093614
M3 - Conference contribution
AN - SCOPUS:85156101179
T3 - 2022 IEEE Asia-Pacific Conference on Geoscience, Electronics and Remote Sensing Technology: Understanding the Interaction of Land, Ocean, and Atmosphere: Smart City and Disaster Mitigation for Regional Resilience, AGERS 2022 - Proceeding
SP - 48
EP - 53
BT - 2022 IEEE Asia-Pacific Conference on Geoscience, Electronics and Remote Sensing Technology
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 5th IEEE Asia-Pacific Conference on Geoscience, Electronics and Remote Sensing Technology, AGERS 2022
Y2 - 21 December 2022 through 22 December 2022
ER -