A method for forest stem volume estimation

Laura Sirro, Tuomas Häme, Kaj Andersson

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

Abstract

Semi-operative or even operative methods are already available for the estimation of the stem volume of forests. However, a drawback of most of the methods is that they need extensive ground data. This paper presents a new method for the estimation of the forest stem volume. The method is based on fitting a stem volume model function to Landsat ETM+ reflectance data and ground data. Separate models were estimated for coniferous and broad-leaved trees. The models were validated using Landsat ETM+ data and ground data from another study site. The root mean square errors in the two study sites for coniferous trees were 50.5 m3/ha and 62.2 m3/ha. The errors for the broad-leaved models were 12.7 m3/ha and 78.4 m3/ha, respectively. The best models were applied to a Modis image mosaic of Finland and Sweden. The resulting estimates were compared to the Finnish and Swedish forestry statistics. The results were better in Finland than in Sweden. For the whole Finland the total bias of the average stem volume was -2.3 m3/ha. In total stem volume the bias was -34.4 mill. m3. In Sweden the total bias of the average stem volume was -15.6 m3/ha, which caused a bias in the total stem volume of -598.0 mill. m3. A major reason for the large underestimation in Sweden was the remaining clouds in the mosaic.
Original languageEnglish
Title of host publicationForestSAT 2002 Conference
Subtitle of host publicationCD-ROM
Number of pages11
Publication statusPublished - 2002
MoE publication typeNot Eligible
EventForestSAT 2002 Conference: Operational tools in forestry using remote sensing techniques - Edinburgh, United Kingdom
Duration: 5 Aug 20029 Aug 2002

Conference

ConferenceForestSAT 2002 Conference
CountryUnited Kingdom
CityEdinburgh
Period5/08/029/08/02

Fingerprint

stem
Landsat
mill
method
coniferous tree
reflectance
forestry
mosaic

Keywords

  • stem volume
  • landsat ETM+
  • modis

Cite this

Sirro, L., Häme, T., & Andersson, K. (2002). A method for forest stem volume estimation. In ForestSAT 2002 Conference: CD-ROM
Sirro, Laura ; Häme, Tuomas ; Andersson, Kaj. / A method for forest stem volume estimation. ForestSAT 2002 Conference: CD-ROM. 2002.
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title = "A method for forest stem volume estimation",
abstract = "Semi-operative or even operative methods are already available for the estimation of the stem volume of forests. However, a drawback of most of the methods is that they need extensive ground data. This paper presents a new method for the estimation of the forest stem volume. The method is based on fitting a stem volume model function to Landsat ETM+ reflectance data and ground data. Separate models were estimated for coniferous and broad-leaved trees. The models were validated using Landsat ETM+ data and ground data from another study site. The root mean square errors in the two study sites for coniferous trees were 50.5 m3/ha and 62.2 m3/ha. The errors for the broad-leaved models were 12.7 m3/ha and 78.4 m3/ha, respectively. The best models were applied to a Modis image mosaic of Finland and Sweden. The resulting estimates were compared to the Finnish and Swedish forestry statistics. The results were better in Finland than in Sweden. For the whole Finland the total bias of the average stem volume was -2.3 m3/ha. In total stem volume the bias was -34.4 mill. m3. In Sweden the total bias of the average stem volume was -15.6 m3/ha, which caused a bias in the total stem volume of -598.0 mill. m3. A major reason for the large underestimation in Sweden was the remaining clouds in the mosaic.",
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Sirro, L, Häme, T & Andersson, K 2002, A method for forest stem volume estimation. in ForestSAT 2002 Conference: CD-ROM. ForestSAT 2002 Conference, Edinburgh, United Kingdom, 5/08/02.

A method for forest stem volume estimation. / Sirro, Laura; Häme, Tuomas; Andersson, Kaj.

ForestSAT 2002 Conference: CD-ROM. 2002.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

TY - GEN

T1 - A method for forest stem volume estimation

AU - Sirro, Laura

AU - Häme, Tuomas

AU - Andersson, Kaj

N1 - Project code: X0SU00050

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N2 - Semi-operative or even operative methods are already available for the estimation of the stem volume of forests. However, a drawback of most of the methods is that they need extensive ground data. This paper presents a new method for the estimation of the forest stem volume. The method is based on fitting a stem volume model function to Landsat ETM+ reflectance data and ground data. Separate models were estimated for coniferous and broad-leaved trees. The models were validated using Landsat ETM+ data and ground data from another study site. The root mean square errors in the two study sites for coniferous trees were 50.5 m3/ha and 62.2 m3/ha. The errors for the broad-leaved models were 12.7 m3/ha and 78.4 m3/ha, respectively. The best models were applied to a Modis image mosaic of Finland and Sweden. The resulting estimates were compared to the Finnish and Swedish forestry statistics. The results were better in Finland than in Sweden. For the whole Finland the total bias of the average stem volume was -2.3 m3/ha. In total stem volume the bias was -34.4 mill. m3. In Sweden the total bias of the average stem volume was -15.6 m3/ha, which caused a bias in the total stem volume of -598.0 mill. m3. A major reason for the large underestimation in Sweden was the remaining clouds in the mosaic.

AB - Semi-operative or even operative methods are already available for the estimation of the stem volume of forests. However, a drawback of most of the methods is that they need extensive ground data. This paper presents a new method for the estimation of the forest stem volume. The method is based on fitting a stem volume model function to Landsat ETM+ reflectance data and ground data. Separate models were estimated for coniferous and broad-leaved trees. The models were validated using Landsat ETM+ data and ground data from another study site. The root mean square errors in the two study sites for coniferous trees were 50.5 m3/ha and 62.2 m3/ha. The errors for the broad-leaved models were 12.7 m3/ha and 78.4 m3/ha, respectively. The best models were applied to a Modis image mosaic of Finland and Sweden. The resulting estimates were compared to the Finnish and Swedish forestry statistics. The results were better in Finland than in Sweden. For the whole Finland the total bias of the average stem volume was -2.3 m3/ha. In total stem volume the bias was -34.4 mill. m3. In Sweden the total bias of the average stem volume was -15.6 m3/ha, which caused a bias in the total stem volume of -598.0 mill. m3. A major reason for the large underestimation in Sweden was the remaining clouds in the mosaic.

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KW - landsat ETM+

KW - modis

M3 - Conference article in proceedings

BT - ForestSAT 2002 Conference

ER -

Sirro L, Häme T, Andersson K. A method for forest stem volume estimation. In ForestSAT 2002 Conference: CD-ROM. 2002