Abstract – Using Moderate Resolution Imaging
vegetation index (NDVI) data, we mapped the onset of spring in the years 2000-2004 in Fennoscandia. First, NDVI maximum value composite (MVC) time series were filtered and smoothed to remove noise. Next, pixel specific NDVI thresholds were calibrated using field observations of budburst in Betula pu...
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ftciteseerx:oai:CiteSeerX.psu:10.1.1.141.3682 2023-05-15T16:11:36+02:00 Abstract – Using Moderate Resolution Imaging P. S. A. Beck A S. R. Karlsen B A. Skidmore C L. Nilsen A K. A. Høgda B The Pennsylvania State University CiteSeerX Archives application/pdf http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.141.3682 http://www.isprs.org/publications/related/ISRSE/html/papers/261.pdf en eng http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.141.3682 http://www.isprs.org/publications/related/ISRSE/html/papers/261.pdf Metadata may be used without restrictions as long as the oai identifier remains attached to it. http://www.isprs.org/publications/related/ISRSE/html/papers/261.pdf phenology downy birch maximum value composites MODIS Fennoscandia text ftciteseerx 2016-01-07T14:57:52Z vegetation index (NDVI) data, we mapped the onset of spring in the years 2000-2004 in Fennoscandia. First, NDVI maximum value composite (MVC) time series were filtered and smoothed to remove noise. Next, pixel specific NDVI thresholds were calibrated using field observations of budburst in Betula pubescens Ehrh. (n = 81). This method achieves modest agreement between the predicted and observed dates (RMSE = 13 days). The resulting maps show that the arrival of spring varies by more than two months within the study area and by more than a month between years. We illustrate how MODIS NDVI images track phenological patterns in great detail and can be used to monitor the effects of ongoing climate change. Text Fennoscandia Unknown |
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English |
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phenology downy birch maximum value composites MODIS Fennoscandia |
spellingShingle |
phenology downy birch maximum value composites MODIS Fennoscandia P. S. A. Beck A S. R. Karlsen B A. Skidmore C L. Nilsen A K. A. Høgda B Abstract – Using Moderate Resolution Imaging |
topic_facet |
phenology downy birch maximum value composites MODIS Fennoscandia |
description |
vegetation index (NDVI) data, we mapped the onset of spring in the years 2000-2004 in Fennoscandia. First, NDVI maximum value composite (MVC) time series were filtered and smoothed to remove noise. Next, pixel specific NDVI thresholds were calibrated using field observations of budburst in Betula pubescens Ehrh. (n = 81). This method achieves modest agreement between the predicted and observed dates (RMSE = 13 days). The resulting maps show that the arrival of spring varies by more than two months within the study area and by more than a month between years. We illustrate how MODIS NDVI images track phenological patterns in great detail and can be used to monitor the effects of ongoing climate change. |
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The Pennsylvania State University CiteSeerX Archives |
format |
Text |
author |
P. S. A. Beck A S. R. Karlsen B A. Skidmore C L. Nilsen A K. A. Høgda B |
author_facet |
P. S. A. Beck A S. R. Karlsen B A. Skidmore C L. Nilsen A K. A. Høgda B |
author_sort |
P. S. A. Beck A |
title |
Abstract – Using Moderate Resolution Imaging |
title_short |
Abstract – Using Moderate Resolution Imaging |
title_full |
Abstract – Using Moderate Resolution Imaging |
title_fullStr |
Abstract – Using Moderate Resolution Imaging |
title_full_unstemmed |
Abstract – Using Moderate Resolution Imaging |
title_sort |
abstract – using moderate resolution imaging |
url |
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.141.3682 http://www.isprs.org/publications/related/ISRSE/html/papers/261.pdf |
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Fennoscandia |
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Fennoscandia |
op_source |
http://www.isprs.org/publications/related/ISRSE/html/papers/261.pdf |
op_relation |
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.141.3682 http://www.isprs.org/publications/related/ISRSE/html/papers/261.pdf |
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Metadata may be used without restrictions as long as the oai identifier remains attached to it. |
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1765996753934352384 |