A Time Series Analysis of Vegetation Succession on Lava Flow Fields at Hekla Volcano: Assessing the Utility of Landsat Data

With the advent of space-borne scientific platforms such as the Landsat satellites, utilising remote sensing for monitoring vegetation dynamics is commonplace in research. However, studies that focus on vegetation succession on lava flow fields are much rarer. This study uses remote sensing to monit...

Full description

Bibliographic Details
Main Author: Alexander Thomas Merrington 1993-
Other Authors: Háskóli Íslands
Format: Thesis
Language:English
Published: 2019
Subjects:
Online Access:http://hdl.handle.net/1946/33203
id ftskemman:oai:skemman.is:1946/33203
record_format openpolar
spelling ftskemman:oai:skemman.is:1946/33203 2023-05-15T16:34:02+02:00 A Time Series Analysis of Vegetation Succession on Lava Flow Fields at Hekla Volcano: Assessing the Utility of Landsat Data Tímaraðagreining á framfari gróðurs í hraunbreiðum Heklu: Mat gagnsemi Landsat gagna Alexander Thomas Merrington 1993- Háskóli Íslands 2019-05 application/pdf http://hdl.handle.net/1946/33203 en eng http://hdl.handle.net/1946/33203 Fjarkönnun Landfræðileg gögn Landslag Gróðurfar Hraun Hekla Rannsóknir Thesis Master's 2019 ftskemman 2022-12-11T06:52:53Z With the advent of space-borne scientific platforms such as the Landsat satellites, utilising remote sensing for monitoring vegetation dynamics is commonplace in research. However, studies that focus on vegetation succession on lava flow fields are much rarer. This study uses remote sensing to monitor vegetation succession on Icelandic lava flows. The aim was to evaluate whether vegetation succession can be monitored on Hekla volcano’s lava flows via available Landsat data, and if so, assess the succession in space. The literature presented focuses on the Icelandic landscape, vegetation succession on lava flows and remote sensing of vegetation. NDVI images were used to construct time series of vegetation growth on prime Icelandic lava flows and change detection was achieved via image differencing. These series indicated vegetation growth on all lava flows analysed. The impact of elevation can be inferred as having a negative relationship to succession, though the relationship was weak, especially for older (pre 1970) lava flows which already have established vegetation. Change detection maps indicated that lava flows act as a stable substrate for vegetation growth in this erosion prone landscape. Initial stage vegetation succession was visible within a 10-15 year time frame after lava flow emplacement. The application of the methods used are considered successful and are capable of being applied to other regions in Iceland for further study and refinement of the information needed to monitor the spatial dimension of early vegetation succession stages. However, more knowledge of Icelandic phenology and better treatment of errors in the images are needed in future studies. Með komu vísindalegra vettvanga úr geimnum eins og Landsat gervihnattatungla og notkun þeirra til fjarkönnunar (e. remote sensing)er alegeng aðferð til rannsókna við eftirlit með gróðurvirkni. Hinsvegar, eru rannsóknir sem einblína á framfarir í gróðri í hraunbreiðum með aðferð fjarkönnunar óalgengar. Þessi rannsókn notast við fjarkönnun til ... Thesis Hekla Iceland Skemman (Iceland) Hraun ENVELOPE(-19.263,-19.263,63.507,63.507)
institution Open Polar
collection Skemman (Iceland)
op_collection_id ftskemman
language English
topic Fjarkönnun
Landfræðileg gögn
Landslag
Gróðurfar
Hraun
Hekla
Rannsóknir
spellingShingle Fjarkönnun
Landfræðileg gögn
Landslag
Gróðurfar
Hraun
Hekla
Rannsóknir
Alexander Thomas Merrington 1993-
A Time Series Analysis of Vegetation Succession on Lava Flow Fields at Hekla Volcano: Assessing the Utility of Landsat Data
topic_facet Fjarkönnun
Landfræðileg gögn
Landslag
Gróðurfar
Hraun
Hekla
Rannsóknir
description With the advent of space-borne scientific platforms such as the Landsat satellites, utilising remote sensing for monitoring vegetation dynamics is commonplace in research. However, studies that focus on vegetation succession on lava flow fields are much rarer. This study uses remote sensing to monitor vegetation succession on Icelandic lava flows. The aim was to evaluate whether vegetation succession can be monitored on Hekla volcano’s lava flows via available Landsat data, and if so, assess the succession in space. The literature presented focuses on the Icelandic landscape, vegetation succession on lava flows and remote sensing of vegetation. NDVI images were used to construct time series of vegetation growth on prime Icelandic lava flows and change detection was achieved via image differencing. These series indicated vegetation growth on all lava flows analysed. The impact of elevation can be inferred as having a negative relationship to succession, though the relationship was weak, especially for older (pre 1970) lava flows which already have established vegetation. Change detection maps indicated that lava flows act as a stable substrate for vegetation growth in this erosion prone landscape. Initial stage vegetation succession was visible within a 10-15 year time frame after lava flow emplacement. The application of the methods used are considered successful and are capable of being applied to other regions in Iceland for further study and refinement of the information needed to monitor the spatial dimension of early vegetation succession stages. However, more knowledge of Icelandic phenology and better treatment of errors in the images are needed in future studies. Með komu vísindalegra vettvanga úr geimnum eins og Landsat gervihnattatungla og notkun þeirra til fjarkönnunar (e. remote sensing)er alegeng aðferð til rannsókna við eftirlit með gróðurvirkni. Hinsvegar, eru rannsóknir sem einblína á framfarir í gróðri í hraunbreiðum með aðferð fjarkönnunar óalgengar. Þessi rannsókn notast við fjarkönnun til ...
author2 Háskóli Íslands
format Thesis
author Alexander Thomas Merrington 1993-
author_facet Alexander Thomas Merrington 1993-
author_sort Alexander Thomas Merrington 1993-
title A Time Series Analysis of Vegetation Succession on Lava Flow Fields at Hekla Volcano: Assessing the Utility of Landsat Data
title_short A Time Series Analysis of Vegetation Succession on Lava Flow Fields at Hekla Volcano: Assessing the Utility of Landsat Data
title_full A Time Series Analysis of Vegetation Succession on Lava Flow Fields at Hekla Volcano: Assessing the Utility of Landsat Data
title_fullStr A Time Series Analysis of Vegetation Succession on Lava Flow Fields at Hekla Volcano: Assessing the Utility of Landsat Data
title_full_unstemmed A Time Series Analysis of Vegetation Succession on Lava Flow Fields at Hekla Volcano: Assessing the Utility of Landsat Data
title_sort time series analysis of vegetation succession on lava flow fields at hekla volcano: assessing the utility of landsat data
publishDate 2019
url http://hdl.handle.net/1946/33203
long_lat ENVELOPE(-19.263,-19.263,63.507,63.507)
geographic Hraun
geographic_facet Hraun
genre Hekla
Iceland
genre_facet Hekla
Iceland
op_relation http://hdl.handle.net/1946/33203
_version_ 1766023783090487296