Comparison of Mangrove Index (MI) and Normalized Difference Vegetation Index (NDVI) for the detection of degraded mangroves in Alas Purwo Banyuwangi and Segara Anakan Cilacap, Indonesia
Deterioration of the environmental quality of mangrove ecosystem must be identified as early as possible for management and threat mitigation. Degraded mangrove areas have to be distinguished from healthy ones. Low value of Mangrove Index (MI) corresponded to the degraded mangrove area where dominat...
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier B.V.
2023
|
| Subjects: | |
| Online Access: | https://repository.ugm.ac.id/286328/1/scopus.bib |
| _version_ | 1826050862254915584 |
|---|---|
| author | Winarso, Gathot Rosid, Mohammad Syamsu Kamal, Muhammad Asriningrum, Wikanti Margules, Chris Supriatna, Jatna |
| author_facet | Winarso, Gathot Rosid, Mohammad Syamsu Kamal, Muhammad Asriningrum, Wikanti Margules, Chris Supriatna, Jatna |
| author_sort | Winarso, Gathot |
| collection | UGM |
| description | Deterioration of the environmental quality of mangrove ecosystem must be identified as early as possible for management and threat mitigation. Degraded mangrove areas have to be distinguished from healthy ones. Low value of Mangrove Index (MI) corresponded to the degraded mangrove area where dominated by two species (Derris trifoliata and Acanthus ilicifolius), which are indicators of mangrove degradation at Segara Anakan mangrove area. The Normalized Difference Vegetation Index (NDVI) failed to detect the degaradation due to existing of these species by detecting as high index value. The study was designed to (1) test the performance of MI at Alas Purwo mangrove area which categorized as a non-degraded mangrove forest, (2) compare the spatial pattern of MI images with that of NDVI images, and (3) further investigate the ability of MI to detect areas of degraded mangrove when it occurs in only small areas. We used Landsat-8 OLI imagery because it includes the short-wave infrared (SWIR) bands required to generate MI. Both direct visual comparison and correlation analysis of the resulting maps were conducted to evaluate the ability of these indices to detect degraded and non-degraded areas of mangroves. In general, both indices detected a similar pattern, which is contrary to the results from Segara Anakan images. However, a difference value between MI and NDVI of >0.2 indicated the presence of small areas of vegetation with a spectral reflectance similar to that of species indicating degradation at Segara Anakan. This finding was confirmed by field observation of mangrove species. A difference of >0.2 between MI and NDVI indicates mangrove degradation for small areas. This study provides a new tool to determine the condition of mangrove forest remotely, allowing for rapid and targeted management action to tackle degradation. © 2023 Elsevier B.V. |
| first_indexed | 2024-09-25T03:59:09Z |
| format | Article |
| id | oai:generic.eprints.org:286328 |
| institution | Universiti Gadjah Mada |
| language | English |
| last_indexed | 2024-09-25T03:59:09Z |
| publishDate | 2023 |
| publisher | Elsevier B.V. |
| record_format | dspace |
| spelling | oai:generic.eprints.org:2863282024-08-27T05:07:42Z https://repository.ugm.ac.id/286328/ Comparison of Mangrove Index (MI) and Normalized Difference Vegetation Index (NDVI) for the detection of degraded mangroves in Alas Purwo Banyuwangi and Segara Anakan Cilacap, Indonesia Winarso, Gathot Rosid, Mohammad Syamsu Kamal, Muhammad Asriningrum, Wikanti Margules, Chris Supriatna, Jatna Marine and Estuarine Ecology (incl. Marine Ichthyology) Deterioration of the environmental quality of mangrove ecosystem must be identified as early as possible for management and threat mitigation. Degraded mangrove areas have to be distinguished from healthy ones. Low value of Mangrove Index (MI) corresponded to the degraded mangrove area where dominated by two species (Derris trifoliata and Acanthus ilicifolius), which are indicators of mangrove degradation at Segara Anakan mangrove area. The Normalized Difference Vegetation Index (NDVI) failed to detect the degaradation due to existing of these species by detecting as high index value. The study was designed to (1) test the performance of MI at Alas Purwo mangrove area which categorized as a non-degraded mangrove forest, (2) compare the spatial pattern of MI images with that of NDVI images, and (3) further investigate the ability of MI to detect areas of degraded mangrove when it occurs in only small areas. We used Landsat-8 OLI imagery because it includes the short-wave infrared (SWIR) bands required to generate MI. Both direct visual comparison and correlation analysis of the resulting maps were conducted to evaluate the ability of these indices to detect degraded and non-degraded areas of mangroves. In general, both indices detected a similar pattern, which is contrary to the results from Segara Anakan images. However, a difference value between MI and NDVI of >0.2 indicated the presence of small areas of vegetation with a spectral reflectance similar to that of species indicating degradation at Segara Anakan. This finding was confirmed by field observation of mangrove species. A difference of >0.2 between MI and NDVI indicates mangrove degradation for small areas. This study provides a new tool to determine the condition of mangrove forest remotely, allowing for rapid and targeted management action to tackle degradation. © 2023 Elsevier B.V. Elsevier B.V. 2023 Article PeerReviewed text/html en https://repository.ugm.ac.id/286328/1/scopus.bib Winarso, Gathot and Rosid, Mohammad Syamsu and Kamal, Muhammad and Asriningrum, Wikanti and Margules, Chris and Supriatna, Jatna (2023) Comparison of Mangrove Index (MI) and Normalized Difference Vegetation Index (NDVI) for the detection of degraded mangroves in Alas Purwo Banyuwangi and Segara Anakan Cilacap, Indonesia. Ecological Engineering, 197. DOI 10.1016/j.ecoleng.2023.107119 |
| spellingShingle | Marine and Estuarine Ecology (incl. Marine Ichthyology) Winarso, Gathot Rosid, Mohammad Syamsu Kamal, Muhammad Asriningrum, Wikanti Margules, Chris Supriatna, Jatna Comparison of Mangrove Index (MI) and Normalized Difference Vegetation Index (NDVI) for the detection of degraded mangroves in Alas Purwo Banyuwangi and Segara Anakan Cilacap, Indonesia |
| title | Comparison of Mangrove Index (MI) and Normalized Difference Vegetation Index (NDVI) for the detection of degraded mangroves in Alas Purwo Banyuwangi and Segara Anakan Cilacap, Indonesia |
| title_full | Comparison of Mangrove Index (MI) and Normalized Difference Vegetation Index (NDVI) for the detection of degraded mangroves in Alas Purwo Banyuwangi and Segara Anakan Cilacap, Indonesia |
| title_fullStr | Comparison of Mangrove Index (MI) and Normalized Difference Vegetation Index (NDVI) for the detection of degraded mangroves in Alas Purwo Banyuwangi and Segara Anakan Cilacap, Indonesia |
| title_full_unstemmed | Comparison of Mangrove Index (MI) and Normalized Difference Vegetation Index (NDVI) for the detection of degraded mangroves in Alas Purwo Banyuwangi and Segara Anakan Cilacap, Indonesia |
| title_short | Comparison of Mangrove Index (MI) and Normalized Difference Vegetation Index (NDVI) for the detection of degraded mangroves in Alas Purwo Banyuwangi and Segara Anakan Cilacap, Indonesia |
| title_sort | comparison of mangrove index mi and normalized difference vegetation index ndvi for the detection of degraded mangroves in alas purwo banyuwangi and segara anakan cilacap indonesia |
| topic | Marine and Estuarine Ecology (incl. Marine Ichthyology) |
| url | https://repository.ugm.ac.id/286328/1/scopus.bib |
| work_keys_str_mv | AT winarsogathot comparisonofmangroveindexmiandnormalizeddifferencevegetationindexndviforthedetectionofdegradedmangrovesinalaspurwobanyuwangiandsegaraanakancilacapindonesia AT rosidmohammadsyamsu comparisonofmangroveindexmiandnormalizeddifferencevegetationindexndviforthedetectionofdegradedmangrovesinalaspurwobanyuwangiandsegaraanakancilacapindonesia AT kamalmuhammad comparisonofmangroveindexmiandnormalizeddifferencevegetationindexndviforthedetectionofdegradedmangrovesinalaspurwobanyuwangiandsegaraanakancilacapindonesia AT asriningrumwikanti comparisonofmangroveindexmiandnormalizeddifferencevegetationindexndviforthedetectionofdegradedmangrovesinalaspurwobanyuwangiandsegaraanakancilacapindonesia AT marguleschris comparisonofmangroveindexmiandnormalizeddifferencevegetationindexndviforthedetectionofdegradedmangrovesinalaspurwobanyuwangiandsegaraanakancilacapindonesia AT supriatnajatna comparisonofmangroveindexmiandnormalizeddifferencevegetationindexndviforthedetectionofdegradedmangrovesinalaspurwobanyuwangiandsegaraanakancilacapindonesia |