Trends in the Start of the Growing Season in Fennoscandia 1982–2011
Global temperature is increasing, and this is affecting the vegetation phenology in many parts of the world. In Fennoscandia, as well as Northern Europe, the advances of phenological events in spring have been recorded in recent decades. In this study, we analyzed the start of the growing season wit...
Published in: | Remote Sensing |
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Main Authors: | , , |
Format: | Text |
Language: | English |
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Multidisciplinary Digital Publishing Institute
2013
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Online Access: | https://doi.org/10.3390/rs5094304 |
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author | Kjell Høgda Hans Tømmervik Stein Karlsen |
author_facet | Kjell Høgda Hans Tømmervik Stein Karlsen |
author_sort | Kjell Høgda |
collection | MDPI Open Access Publishing |
container_issue | 9 |
container_start_page | 4304 |
container_title | Remote Sensing |
container_volume | 5 |
description | Global temperature is increasing, and this is affecting the vegetation phenology in many parts of the world. In Fennoscandia, as well as Northern Europe, the advances of phenological events in spring have been recorded in recent decades. In this study, we analyzed the start of the growing season within five different vegetation regions in Fennoscandia using the 30-year Global Inventory Modeling and Mapping Studies (GIMMS) NDVI3g dataset. We applied a previously developed pixel-specific Normalized Difference Vegetation Index (NDVI) threshold method, adjusted it to the NDVI3g data and analyzed trends within the different regions. Results show a warming trend with an earlier start of the growing season of 11.8 ± 2.0 days (p < 0.01) for the whole area. However, there are large regional differences, and the warming/trend towards an earlier start of the growing season is most significant in the southern regions (19.3 ± 4.7 days, p < 0.01 in the southern oceanic region), while the start was stable or modest earlier (two to four days; not significant) in the northern regions. To look for temporal variations in the trends, we divided the 30-year period into three separate decadal time periods. Results show significantly more change/trend towards an earlier start of the growing season in the first period compared to the two last. In the second and third period, the trend towards an earlier start of the growing season slowed down, and in two of the regions, the trend towards an earlier start of the growing season was even reversed during the last decade. |
format | Text |
genre | Fennoscandia |
genre_facet | Fennoscandia |
id | ftmdpi:oai:mdpi.com:/2072-4292/5/9/4304/ |
institution | Open Polar |
language | English |
op_collection_id | ftmdpi |
op_container_end_page | 4318 |
op_coverage | agris |
op_doi | https://doi.org/10.3390/rs5094304 |
op_relation | https://dx.doi.org/10.3390/rs5094304 |
op_rights | https://creativecommons.org/licenses/by/3.0/ |
op_source | Remote Sensing; Volume 5; Issue 9; Pages: 4304-4318 |
publishDate | 2013 |
publisher | Multidisciplinary Digital Publishing Institute |
record_format | openpolar |
spelling | ftmdpi:oai:mdpi.com:/2072-4292/5/9/4304/ 2025-01-16T21:50:20+00:00 Trends in the Start of the Growing Season in Fennoscandia 1982–2011 Kjell Høgda Hans Tømmervik Stein Karlsen agris 2013-09-06 application/pdf https://doi.org/10.3390/rs5094304 EN eng Multidisciplinary Digital Publishing Institute https://dx.doi.org/10.3390/rs5094304 https://creativecommons.org/licenses/by/3.0/ Remote Sensing; Volume 5; Issue 9; Pages: 4304-4318 phenology start of the growing season NDVI time series NDVI3g Fennoscandia vegetation regions temporal trends Text 2013 ftmdpi https://doi.org/10.3390/rs5094304 2023-07-31T20:33:53Z Global temperature is increasing, and this is affecting the vegetation phenology in many parts of the world. In Fennoscandia, as well as Northern Europe, the advances of phenological events in spring have been recorded in recent decades. In this study, we analyzed the start of the growing season within five different vegetation regions in Fennoscandia using the 30-year Global Inventory Modeling and Mapping Studies (GIMMS) NDVI3g dataset. We applied a previously developed pixel-specific Normalized Difference Vegetation Index (NDVI) threshold method, adjusted it to the NDVI3g data and analyzed trends within the different regions. Results show a warming trend with an earlier start of the growing season of 11.8 ± 2.0 days (p < 0.01) for the whole area. However, there are large regional differences, and the warming/trend towards an earlier start of the growing season is most significant in the southern regions (19.3 ± 4.7 days, p < 0.01 in the southern oceanic region), while the start was stable or modest earlier (two to four days; not significant) in the northern regions. To look for temporal variations in the trends, we divided the 30-year period into three separate decadal time periods. Results show significantly more change/trend towards an earlier start of the growing season in the first period compared to the two last. In the second and third period, the trend towards an earlier start of the growing season slowed down, and in two of the regions, the trend towards an earlier start of the growing season was even reversed during the last decade. Text Fennoscandia MDPI Open Access Publishing Remote Sensing 5 9 4304 4318 |
spellingShingle | phenology start of the growing season NDVI time series NDVI3g Fennoscandia vegetation regions temporal trends Kjell Høgda Hans Tømmervik Stein Karlsen Trends in the Start of the Growing Season in Fennoscandia 1982–2011 |
title | Trends in the Start of the Growing Season in Fennoscandia 1982–2011 |
title_full | Trends in the Start of the Growing Season in Fennoscandia 1982–2011 |
title_fullStr | Trends in the Start of the Growing Season in Fennoscandia 1982–2011 |
title_full_unstemmed | Trends in the Start of the Growing Season in Fennoscandia 1982–2011 |
title_short | Trends in the Start of the Growing Season in Fennoscandia 1982–2011 |
title_sort | trends in the start of the growing season in fennoscandia 1982–2011 |
topic | phenology start of the growing season NDVI time series NDVI3g Fennoscandia vegetation regions temporal trends |
topic_facet | phenology start of the growing season NDVI time series NDVI3g Fennoscandia vegetation regions temporal trends |
url | https://doi.org/10.3390/rs5094304 |