KAJIAN PENGOLAHAN CITRA ALOS AVNIR-2 UNTUK ESTIMASI KANDUNGAN AIR KANOPI VEGETASI (CANOPY WATER CONTENT) DI SEBAGIAN WILAYAH KABUPATEN GUNUNGKIDUL

Remote sensing can be used in the identification and estimation of vegetation canopy water content, but in general has not been done in Indonesia. This study examined data bertjuan for the lot and is relatively easy to obtain multispectral image data, especially image ALOS AVNIR-2 separately estimat...

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Main Authors: , PENDI TRI SUTRISNO, , Nur Mohammad Farda, S.Si., M.Cs.
Format: Theses and Dissertations NonPeerReviewed
Published: [Yogyakarta] : Universitas Gadjah Mada 2014
Subjects:
ETD
Online Access:https://repository.ugm.ac.id/132191/
http://etd.ugm.ac.id/index.php?mod=penelitian_detail&sub=PenelitianDetail&act=view&typ=html&buku_id=72711
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spelling id-ugm-repo.1321912016-03-04T08:06:19Z https://repository.ugm.ac.id/132191/ KAJIAN PENGOLAHAN CITRA ALOS AVNIR-2 UNTUK ESTIMASI KANDUNGAN AIR KANOPI VEGETASI (CANOPY WATER CONTENT) DI SEBAGIAN WILAYAH KABUPATEN GUNUNGKIDUL , PENDI TRI SUTRISNO , Nur Mohammad Farda, S.Si., M.Cs. ETD Remote sensing can be used in the identification and estimation of vegetation canopy water content, but in general has not been done in Indonesia. This study examined data bertjuan for the lot and is relatively easy to obtain multispectral image data, especially image ALOS AVNIR-2 separately estimate surface vegetation canopy water content (CWC) in most areas Gunungkidul forest, knowing the ability and accuracy of some of the methods used is the NDVI, NDWI, and arithmetic channels / bands, and mapping the CWC in most of the forest area Gunungkidul. The results of image processing using simple linear regression model between the value of the index NDVI image processing results, NDWI, and arithmetic channel (band ratio) NIR / R, R / NIR, NIR / G, and G / NIR measurement of moisture content in the vegetation samples were successfully taken in the field indicate that the image data of ALOS AVNIR-2 can be used to estimate canopy water content. The method is considered capable and analyzed further is the regression equation resulted in values of r and R2 values exceed the accepted hypothesis of tables used product moment r. The method exceeds hypothesis is received and can be used with sufficient accuracy the method of NDVI, arithmetic channel R / NIR and B / NIR analysis of both the mixed vegetation types as well as on the type of vegetation Kayuputih. The best method used in canopy water content mapping is the method are produce the best accuracy, that is the arithmetic channel R / NIR. The regression equations of arithmetic index channel R / NIR imagery of ALOS AVNIR-2 resulted in values of r 0.470 and R2 0.221 with 59.05% accuracy in mixed vegetation types, as well as on the type of vegetation Kayuputih yield resulted value of r 0.604 and R2 0.365 with an accuracy of 63, 96%. [Yogyakarta] : Universitas Gadjah Mada 2014 Thesis NonPeerReviewed , PENDI TRI SUTRISNO and , Nur Mohammad Farda, S.Si., M.Cs. (2014) KAJIAN PENGOLAHAN CITRA ALOS AVNIR-2 UNTUK ESTIMASI KANDUNGAN AIR KANOPI VEGETASI (CANOPY WATER CONTENT) DI SEBAGIAN WILAYAH KABUPATEN GUNUNGKIDUL. UNSPECIFIED thesis, UNSPECIFIED. http://etd.ugm.ac.id/index.php?mod=penelitian_detail&sub=PenelitianDetail&act=view&typ=html&buku_id=72711
institution Universitas Gadjah Mada
building UGM Library
country Indonesia
collection Repository Civitas UGM
topic ETD
spellingShingle ETD
, PENDI TRI SUTRISNO
, Nur Mohammad Farda, S.Si., M.Cs.
KAJIAN PENGOLAHAN CITRA ALOS AVNIR-2 UNTUK ESTIMASI KANDUNGAN AIR KANOPI VEGETASI (CANOPY WATER CONTENT) DI SEBAGIAN WILAYAH KABUPATEN GUNUNGKIDUL
description Remote sensing can be used in the identification and estimation of vegetation canopy water content, but in general has not been done in Indonesia. This study examined data bertjuan for the lot and is relatively easy to obtain multispectral image data, especially image ALOS AVNIR-2 separately estimate surface vegetation canopy water content (CWC) in most areas Gunungkidul forest, knowing the ability and accuracy of some of the methods used is the NDVI, NDWI, and arithmetic channels / bands, and mapping the CWC in most of the forest area Gunungkidul. The results of image processing using simple linear regression model between the value of the index NDVI image processing results, NDWI, and arithmetic channel (band ratio) NIR / R, R / NIR, NIR / G, and G / NIR measurement of moisture content in the vegetation samples were successfully taken in the field indicate that the image data of ALOS AVNIR-2 can be used to estimate canopy water content. The method is considered capable and analyzed further is the regression equation resulted in values of r and R2 values exceed the accepted hypothesis of tables used product moment r. The method exceeds hypothesis is received and can be used with sufficient accuracy the method of NDVI, arithmetic channel R / NIR and B / NIR analysis of both the mixed vegetation types as well as on the type of vegetation Kayuputih. The best method used in canopy water content mapping is the method are produce the best accuracy, that is the arithmetic channel R / NIR. The regression equations of arithmetic index channel R / NIR imagery of ALOS AVNIR-2 resulted in values of r 0.470 and R2 0.221 with 59.05% accuracy in mixed vegetation types, as well as on the type of vegetation Kayuputih yield resulted value of r 0.604 and R2 0.365 with an accuracy of 63, 96%.
format Theses and Dissertations
NonPeerReviewed
author , PENDI TRI SUTRISNO
, Nur Mohammad Farda, S.Si., M.Cs.
author_facet , PENDI TRI SUTRISNO
, Nur Mohammad Farda, S.Si., M.Cs.
author_sort , PENDI TRI SUTRISNO
title KAJIAN PENGOLAHAN CITRA ALOS AVNIR-2 UNTUK ESTIMASI KANDUNGAN AIR KANOPI VEGETASI (CANOPY WATER CONTENT) DI SEBAGIAN WILAYAH KABUPATEN GUNUNGKIDUL
title_short KAJIAN PENGOLAHAN CITRA ALOS AVNIR-2 UNTUK ESTIMASI KANDUNGAN AIR KANOPI VEGETASI (CANOPY WATER CONTENT) DI SEBAGIAN WILAYAH KABUPATEN GUNUNGKIDUL
title_full KAJIAN PENGOLAHAN CITRA ALOS AVNIR-2 UNTUK ESTIMASI KANDUNGAN AIR KANOPI VEGETASI (CANOPY WATER CONTENT) DI SEBAGIAN WILAYAH KABUPATEN GUNUNGKIDUL
title_fullStr KAJIAN PENGOLAHAN CITRA ALOS AVNIR-2 UNTUK ESTIMASI KANDUNGAN AIR KANOPI VEGETASI (CANOPY WATER CONTENT) DI SEBAGIAN WILAYAH KABUPATEN GUNUNGKIDUL
title_full_unstemmed KAJIAN PENGOLAHAN CITRA ALOS AVNIR-2 UNTUK ESTIMASI KANDUNGAN AIR KANOPI VEGETASI (CANOPY WATER CONTENT) DI SEBAGIAN WILAYAH KABUPATEN GUNUNGKIDUL
title_sort kajian pengolahan citra alos avnir-2 untuk estimasi kandungan air kanopi vegetasi (canopy water content) di sebagian wilayah kabupaten gunungkidul
publisher [Yogyakarta] : Universitas Gadjah Mada
publishDate 2014
url https://repository.ugm.ac.id/132191/
http://etd.ugm.ac.id/index.php?mod=penelitian_detail&sub=PenelitianDetail&act=view&typ=html&buku_id=72711
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