Relasphone - mobile and participative in situ forest biomass measurements supporting satellite image mapping

Matthieu Molinier (Corresponding Author), Carlos A. López-Sánchez (Corresponding Author), Timo Toivanen, Ilkka Korpela, José J. Corral-Rivas, Renne Tergujeff, Tuomas Häme

Research output: Contribution to journalArticleScientificpeer-review

19 Citations (Scopus)

Abstract

Due to the high cost of traditional forest plot measurements, the availability of up-to-date in situ forest inventory data has been a bottleneck for remote sensing image analysis in support of the important global forest biomass mapping. Capitalizing on the proliferation of smartphones, citizen science is a promising approach to increase spatial and temporal coverages of in situ forest observations in a cost-effective way. Digital cameras can be used as a relascope device to measure basal area, a forest density variable that is closely related to biomass. In this paper, we present the Relasphone mobile application with extensive accuracy assessment in two mixed forest sites from different biomes. Basal area measurements in Finland (boreal zone) were in good agreement with reference forest inventory plot data on pine ( R2=0.75 , RMSE=5.33 m 2 /ha), spruce ( R2=0.75,RMSE=6.73 m 2 /ha) and birch ( R2=0.71,RMSE=4.98 m 2 /ha), with total relative RMSE(%)=29.66% . In Durango, Mexico (temperate zone), Relasphone stem volume measurements were best for pine ( R2=0.88 , RMSE=32.46 m 3 /ha) and total stem volume ( R2=0.87 , RMSE=35.21 m 3 /ha). Relasphone data were then successfully utilized as the only reference data in combination with optical satellite images to produce biomass maps. The Relasphone concept has been validated for future use by citizens in other locations.
Original languageEnglish
Article number869
Number of pages23
JournalRemote Sensing
Volume8
Issue number10
DOIs
Publication statusPublished - 2016
MoE publication typeA1 Journal article-refereed

Fingerprint

biomass
forest inventory
basal area
stem
accuracy assessment
mixed forest
biome
cost
image analysis
remote sensing
satellite image
in situ
citizen
science

Keywords

  • citizen science
  • participatory sensing
  • digital relascope
  • basal area
  • optical satellite images
  • aboveground forest biomass
  • growing stock volume
  • digital camera
  • smartphone app

Cite this

Molinier, Matthieu ; López-Sánchez, Carlos A. ; Toivanen, Timo ; Korpela, Ilkka ; Corral-Rivas, José J. ; Tergujeff, Renne ; Häme, Tuomas. / Relasphone - mobile and participative in situ forest biomass measurements supporting satellite image mapping. In: Remote Sensing. 2016 ; Vol. 8, No. 10.
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title = "Relasphone - mobile and participative in situ forest biomass measurements supporting satellite image mapping",
abstract = "Due to the high cost of traditional forest plot measurements, the availability of up-to-date in situ forest inventory data has been a bottleneck for remote sensing image analysis in support of the important global forest biomass mapping. Capitalizing on the proliferation of smartphones, citizen science is a promising approach to increase spatial and temporal coverages of in situ forest observations in a cost-effective way. Digital cameras can be used as a relascope device to measure basal area, a forest density variable that is closely related to biomass. In this paper, we present the Relasphone mobile application with extensive accuracy assessment in two mixed forest sites from different biomes. Basal area measurements in Finland (boreal zone) were in good agreement with reference forest inventory plot data on pine ( R2=0.75 , RMSE=5.33 m 2 /ha), spruce ( R2=0.75,RMSE=6.73 m 2 /ha) and birch ( R2=0.71,RMSE=4.98 m 2 /ha), with total relative RMSE({\%})=29.66{\%} . In Durango, Mexico (temperate zone), Relasphone stem volume measurements were best for pine ( R2=0.88 , RMSE=32.46 m 3 /ha) and total stem volume ( R2=0.87 , RMSE=35.21 m 3 /ha). Relasphone data were then successfully utilized as the only reference data in combination with optical satellite images to produce biomass maps. The Relasphone concept has been validated for future use by citizens in other locations.",
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Relasphone - mobile and participative in situ forest biomass measurements supporting satellite image mapping. / Molinier, Matthieu (Corresponding Author); López-Sánchez, Carlos A. (Corresponding Author); Toivanen, Timo; Korpela, Ilkka; Corral-Rivas, José J.; Tergujeff, Renne; Häme, Tuomas.

In: Remote Sensing, Vol. 8, No. 10, 869, 2016.

Research output: Contribution to journalArticleScientificpeer-review

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T1 - Relasphone - mobile and participative in situ forest biomass measurements supporting satellite image mapping

AU - Molinier, Matthieu

AU - López-Sánchez, Carlos A.

AU - Toivanen, Timo

AU - Korpela, Ilkka

AU - Corral-Rivas, José J.

AU - Tergujeff, Renne

AU - Häme, Tuomas

N1 - Project code: 101462

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N2 - Due to the high cost of traditional forest plot measurements, the availability of up-to-date in situ forest inventory data has been a bottleneck for remote sensing image analysis in support of the important global forest biomass mapping. Capitalizing on the proliferation of smartphones, citizen science is a promising approach to increase spatial and temporal coverages of in situ forest observations in a cost-effective way. Digital cameras can be used as a relascope device to measure basal area, a forest density variable that is closely related to biomass. In this paper, we present the Relasphone mobile application with extensive accuracy assessment in two mixed forest sites from different biomes. Basal area measurements in Finland (boreal zone) were in good agreement with reference forest inventory plot data on pine ( R2=0.75 , RMSE=5.33 m 2 /ha), spruce ( R2=0.75,RMSE=6.73 m 2 /ha) and birch ( R2=0.71,RMSE=4.98 m 2 /ha), with total relative RMSE(%)=29.66% . In Durango, Mexico (temperate zone), Relasphone stem volume measurements were best for pine ( R2=0.88 , RMSE=32.46 m 3 /ha) and total stem volume ( R2=0.87 , RMSE=35.21 m 3 /ha). Relasphone data were then successfully utilized as the only reference data in combination with optical satellite images to produce biomass maps. The Relasphone concept has been validated for future use by citizens in other locations.

AB - Due to the high cost of traditional forest plot measurements, the availability of up-to-date in situ forest inventory data has been a bottleneck for remote sensing image analysis in support of the important global forest biomass mapping. Capitalizing on the proliferation of smartphones, citizen science is a promising approach to increase spatial and temporal coverages of in situ forest observations in a cost-effective way. Digital cameras can be used as a relascope device to measure basal area, a forest density variable that is closely related to biomass. In this paper, we present the Relasphone mobile application with extensive accuracy assessment in two mixed forest sites from different biomes. Basal area measurements in Finland (boreal zone) were in good agreement with reference forest inventory plot data on pine ( R2=0.75 , RMSE=5.33 m 2 /ha), spruce ( R2=0.75,RMSE=6.73 m 2 /ha) and birch ( R2=0.71,RMSE=4.98 m 2 /ha), with total relative RMSE(%)=29.66% . In Durango, Mexico (temperate zone), Relasphone stem volume measurements were best for pine ( R2=0.88 , RMSE=32.46 m 3 /ha) and total stem volume ( R2=0.87 , RMSE=35.21 m 3 /ha). Relasphone data were then successfully utilized as the only reference data in combination with optical satellite images to produce biomass maps. The Relasphone concept has been validated for future use by citizens in other locations.

KW - citizen science

KW - participatory sensing

KW - digital relascope

KW - basal area

KW - optical satellite images

KW - aboveground forest biomass

KW - growing stock volume

KW - digital camera

KW - smartphone app

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DO - 10.3390/rs8100869

M3 - Article

VL - 8

JO - Remote Sensing

JF - Remote Sensing

SN - 2072-4292

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ER -