Advanced environmental monitoring with remote sensing time series data and R:
This book provides a step-by-step guide on how to use various publicly available remotely sensed time series data sources for environmental monitoring and assessment. Readers will learn how to extract valuable information on global changes from a 20-year collection of ready-to-use remotely sensed da...
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton ; London ; New York
CRC Press, Taylor & Francis Group
[2020]
|
| Schriftenreihe: | CRC focus
|
| Schlagworte: | |
| Online-Zugang: | DE-739 Volltext |
| Zusammenfassung: | This book provides a step-by-step guide on how to use various publicly available remotely sensed time series data sources for environmental monitoring and assessment. Readers will learn how to extract valuable information on global changes from a 20-year collection of ready-to-use remotely sensed data through the free open statistical software R and its geographic data analysis and modeling tools. The case studies are from the Mediterranean region—a designated hot spot regarding climate change effects. Each chapter is dedicated to specific remote sensing products chosen for their spatial resolution. The methods used are adapted from large-scale to smaller-scale problems for different land cover areas. |
| Beschreibung: | 1 Online-Ressource (xi, 101 Seiten) Illustrationen, Diagramme |
| ISBN: | 9780429262050 |
| DOI: | 10.1201/9780429262050 |
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| author | Gemitzi, Alexandra Koutsias, Nikolaos Lakshmi, Venkataraman |
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| discipline_str_mv | Elektrotechnik / Elektronik / Nachrichtentechnik |
| doi_str_mv | 10.1201/9780429262050 |
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| id | DE-604.BV048889648 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T21:48:11Z |
| indexdate | 2024-07-20T04:03:07Z |
| institution | BVB |
| isbn | 9780429262050 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-034154244 |
| oclc_num | 1376414031 |
| open_access_boolean | |
| owner | DE-739 |
| owner_facet | DE-739 |
| physical | 1 Online-Ressource (xi, 101 Seiten) Illustrationen, Diagramme |
| psigel | ZDB-7-TFC ZDB-7-CSC ZDB-7-CSC UPA_PDA_CSC_Kauf2022 |
| publishDate | 2020 |
| publishDateSearch | 2020 |
| publishDateSort | 2020 |
| publisher | CRC Press, Taylor & Francis Group |
| record_format | marc |
| series2 | CRC focus |
| spelling | Gemitzi, Alexandra Verfasser aut Advanced environmental monitoring with remote sensing time series data and R Alexandra Gemitzi, Nikolaos Koutsias, and Venkat Lakshmi Boca Raton ; London ; New York CRC Press, Taylor & Francis Group [2020] 1 Online-Ressource (xi, 101 Seiten) Illustrationen, Diagramme txt rdacontent c rdamedia cr rdacarrier CRC focus This book provides a step-by-step guide on how to use various publicly available remotely sensed time series data sources for environmental monitoring and assessment. Readers will learn how to extract valuable information on global changes from a 20-year collection of ready-to-use remotely sensed data through the free open statistical software R and its geographic data analysis and modeling tools. The case studies are from the Mediterranean region—a designated hot spot regarding climate change effects. Each chapter is dedicated to specific remote sensing products chosen for their spatial resolution. The methods used are adapted from large-scale to smaller-scale problems for different land cover areas. Umweltüberwachung (DE-588)4278451-7 gnd rswk-swf Zeitreihenanalyse (DE-588)4067486-1 gnd rswk-swf Fernerkundung (DE-588)4016796-3 gnd rswk-swf Programmiersprache (DE-588)4047409-4 gnd rswk-swf Remote sensing Time-series analysis R (Computer program language) SCIENCE / Environmental Science ; bisacsh TECHNOLOGY / Environmental Engineering & Technology ; bisacsh TECHNOLOGY / Remote Sensing ; bisacsh SCIENCE / Environmental Science TECHNOLOGY / Environmental Engineering & Technology TECHNOLOGY / Remote Sensing Electronic books Umweltüberwachung (DE-588)4278451-7 s Fernerkundung (DE-588)4016796-3 s Zeitreihenanalyse (DE-588)4067486-1 s Programmiersprache (DE-588)4047409-4 s DE-604 Koutsias, Nikolaos Verfasser aut Lakshmi, Venkataraman Verfasser aut Erscheint auch als Druck-Ausgabe, Hardcover 978-0-367-20527-0 Erscheint auch als Druck-Ausgabe, Paperback 978-1-03-247507-3 https://doi.org/10.1201/9780429262050 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Gemitzi, Alexandra Koutsias, Nikolaos Lakshmi, Venkataraman Advanced environmental monitoring with remote sensing time series data and R Umweltüberwachung (DE-588)4278451-7 gnd Zeitreihenanalyse (DE-588)4067486-1 gnd Fernerkundung (DE-588)4016796-3 gnd Programmiersprache (DE-588)4047409-4 gnd |
| subject_GND | (DE-588)4278451-7 (DE-588)4067486-1 (DE-588)4016796-3 (DE-588)4047409-4 |
| title | Advanced environmental monitoring with remote sensing time series data and R |
| title_auth | Advanced environmental monitoring with remote sensing time series data and R |
| title_exact_search | Advanced environmental monitoring with remote sensing time series data and R |
| title_exact_search_txtP | Advanced environmental monitoring with remote sensing time series data and R |
| title_full | Advanced environmental monitoring with remote sensing time series data and R Alexandra Gemitzi, Nikolaos Koutsias, and Venkat Lakshmi |
| title_fullStr | Advanced environmental monitoring with remote sensing time series data and R Alexandra Gemitzi, Nikolaos Koutsias, and Venkat Lakshmi |
| title_full_unstemmed | Advanced environmental monitoring with remote sensing time series data and R Alexandra Gemitzi, Nikolaos Koutsias, and Venkat Lakshmi |
| title_short | Advanced environmental monitoring with remote sensing time series data and R |
| title_sort | advanced environmental monitoring with remote sensing time series data and r |
| topic | Umweltüberwachung (DE-588)4278451-7 gnd Zeitreihenanalyse (DE-588)4067486-1 gnd Fernerkundung (DE-588)4016796-3 gnd Programmiersprache (DE-588)4047409-4 gnd |
| topic_facet | Umweltüberwachung Zeitreihenanalyse Fernerkundung Programmiersprache |
| url | https://doi.org/10.1201/9780429262050 |
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