Analysing the agreement between an Airborne Laser Scanning based forest inventory and a control inventory – a case study in the state owned forests in Finland
Airborne laser scanning based forest inventories have recently shown to produce accurate results. However, the accuracy varies according to the test area and used methodology and therefore, an unambiguous and practical quality assessment will be needed as a part of each inventory project. In thi...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Finnish Society of Forest Science
2012-01-01
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| Series: | Silva Fennica |
| Online Access: | https://www.silvafennica.fi/article/69 |
| _version_ | 1818808086253535232 |
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| author | Wallenius, Tarja Laamanen, Risto Peuhkurinen, Jussi Mehtätalo, Lauri Kangas, Annika |
| author_facet | Wallenius, Tarja Laamanen, Risto Peuhkurinen, Jussi Mehtätalo, Lauri Kangas, Annika |
| author_sort | Wallenius, Tarja |
| collection | DOAJ |
| description | Airborne laser scanning based forest inventories have recently shown to produce accurate results. However, the accuracy varies according to the test area and used methodology and therefore, an unambiguous and practical quality assessment will be needed as a part of each inventory project. In this study, the accuracy of an ALS inventory was evaluated with a field sampling based control inventory. The agreement between the ALS inventory and the control inventory was analysed with four methods: 1) root mean square error (RMSE) and bias, 2) scatter plots with 95% confidence intervals, 3) Bland-Altman plots and 4) tolerance limits within Bland-Altman plots. Each method has its own special features which have to be taken into account when the agreement is analysed. The pre-defined requirements of the ALS inventory were achieved. A simplified control inventory approach with a slightly narrower focus is proposed to be used in the future. The Bland-Altman plots with the tolerance limits are proposed to be used in quality assessments of operational ALS inventories. Further studies to improve the efficiency of quality assessment are needed. |
| first_indexed | 2024-12-18T19:35:58Z |
| format | Article |
| id | doaj.art-8cb07684fc7a4bb5a70c15a6e027903e |
| institution | Directory Open Access Journal |
| issn | 2242-4075 |
| language | English |
| last_indexed | 2024-12-18T19:35:58Z |
| publishDate | 2012-01-01 |
| publisher | Finnish Society of Forest Science |
| record_format | Article |
| series | Silva Fennica |
| spelling | doaj.art-8cb07684fc7a4bb5a70c15a6e027903e2022-12-21T20:55:36ZengFinnish Society of Forest ScienceSilva Fennica2242-40752012-01-0146110.14214/sf.69Analysing the agreement between an Airborne Laser Scanning based forest inventory and a control inventory – a case study in the state owned forests in FinlandWallenius, TarjaLaamanen, RistoPeuhkurinen, JussiMehtätalo, LauriKangas, AnnikaAirborne laser scanning based forest inventories have recently shown to produce accurate results. However, the accuracy varies according to the test area and used methodology and therefore, an unambiguous and practical quality assessment will be needed as a part of each inventory project. In this study, the accuracy of an ALS inventory was evaluated with a field sampling based control inventory. The agreement between the ALS inventory and the control inventory was analysed with four methods: 1) root mean square error (RMSE) and bias, 2) scatter plots with 95% confidence intervals, 3) Bland-Altman plots and 4) tolerance limits within Bland-Altman plots. Each method has its own special features which have to be taken into account when the agreement is analysed. The pre-defined requirements of the ALS inventory were achieved. A simplified control inventory approach with a slightly narrower focus is proposed to be used in the future. The Bland-Altman plots with the tolerance limits are proposed to be used in quality assessments of operational ALS inventories. Further studies to improve the efficiency of quality assessment are needed.https://www.silvafennica.fi/article/69 |
| spellingShingle | Wallenius, Tarja Laamanen, Risto Peuhkurinen, Jussi Mehtätalo, Lauri Kangas, Annika Analysing the agreement between an Airborne Laser Scanning based forest inventory and a control inventory – a case study in the state owned forests in Finland Silva Fennica |
| title | Analysing the agreement between an Airborne Laser Scanning based forest inventory and a control inventory – a case study in the state owned forests in Finland |
| title_full | Analysing the agreement between an Airborne Laser Scanning based forest inventory and a control inventory – a case study in the state owned forests in Finland |
| title_fullStr | Analysing the agreement between an Airborne Laser Scanning based forest inventory and a control inventory – a case study in the state owned forests in Finland |
| title_full_unstemmed | Analysing the agreement between an Airborne Laser Scanning based forest inventory and a control inventory – a case study in the state owned forests in Finland |
| title_short | Analysing the agreement between an Airborne Laser Scanning based forest inventory and a control inventory – a case study in the state owned forests in Finland |
| title_sort | analysing the agreement between an airborne laser scanning based forest inventory and a control inventory a case study in the state owned forests in finland |
| url | https://www.silvafennica.fi/article/69 |
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