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1

Model-based mean square error estimators for k-nearest neighbour predictions and applications using remotely sensed data for forest inventories

Steen Magnussen, Ronald E. McRoberts, Erkki O. Tomppo

Journal:

Remote Sensing of Environment

Year:

2009

Language:

english

File:

PDF, 1009 KB

english, 2009

2

Combining national forest inventory field plots and remote sensing data for forest databases

Erkki Tomppo, Håkan Olsson, Göran Ståhl, Mats Nilsson, Olle Hagner, Matti Katila

Journal:

Remote Sensing of Environment

Year:

2008

Language:

english

File:

PDF, 2.30 MB

english, 2008

3

Applying spatial conservation prioritization software and high-resolution GIS data to a national-scale study in forest conservation

Joona Lehtomäki, Erkki Tomppo, Panu Kuokkanen, Ilkka Hanski, Atte Moilanen

Journal:

Forest Ecology and Management

Year:

2009

Language:

english

File:

PDF, 826 KB

english, 2009

4

Defining spatial priorities for capercaillie Tetrao urogallus lekking landscape conservation in south-central Finland

Sirkiä, Saija, Lehtomäki, Joona, Lindén, Harto, Tomppo, Erkki, Moilanen, Atte

Journal:

Wildlife Biology

Year:

2012

Language:

english

File:

PDF, 929 KB

english, 2012

5

A sampling design for a large area forest inventory: case Tanzania

Tomppo, Erkki, Malimbwi, Rogers, Katila, Matti, Mäkisara, Kai, Henttonen, Helena M., Chamuya, Nurdin, Zahabu, Eliakimu, Otieno, Jared

Journal:

Canadian Journal of Forest Research

Year:

2014

Language:

english

File:

PDF, 1.46 MB

english, 2014

6

Remote Sensing Support for the Gain-Loss Approach for Greenhouse Gas Inventories

McRoberts, Ronald E., NÃ¦sset, Erik, Sannier, Christophe, Stehman, Stephen V., Tomppo, Erkki O.

Journal:

Year:

2020

File:

PDF, 331 KB

2020

7

Cost-effective forest conservation and criteria for potential conservation targets: a Finnish case study

Artti Juutinen, Sandra Luque, Mikko Mönkkönen, Nina Vainikainen, Erkki Tomppo

Journal:

Environmental Science & Policy

Year:

2008

Language:

english

File:

PDF, 578 KB

english, 2008

8

Using coarse scale forest variables as ancillary information and weighting of variables in k-NN estimation: a genetic algorithm approach

Erkki Tomppo, Merja Halme

Journal:

Remote Sensing of Environment

Year:

2004

Language:

english

File:

PDF, 1.08 MB

english, 2004

9

Remote sensing support for national forest inventories

Ronald E. McRoberts, Erkki O. Tomppo

Journal:

Remote Sensing of Environment

Year:

2007

Language:

english

File:

PDF, 198 KB

english, 2007

10

Smoothing methodology for predicting regional averages in multi-source forest inventory

Petri Koistinen, Lasse Holmström, Erkki Tomppo

Journal:

Remote Sensing of Environment

Year:

2008

Language:

english

File:

PDF, 287 KB

english, 2008

11

Predicting categorical forest variables using an improved k-Nearest Neighbour estimator and Landsat imagery

Erkki O. Tomppo, Caterina Gagliano, Flora De Natale, Matti Katila, Ronald E. McRoberts

Journal:

Remote Sensing of Environment

Year:

2009

Language:

english

File:

PDF, 939 KB

english, 2009

12

Selecting estimation parameters for the Finnish multisource National Forest Inventory

Matti Katila, Erkki Tomppo

Journal:

Remote Sensing of Environment

Year:

2001

Language:

english

File:

PDF, 601 KB

english, 2001

13

Improving the accuracy of multisource forest inventory estimates to reducing plot location error — a multicriteria approach

Merja Halme, Erkki Tomppo

Journal:

Remote Sensing of Environment

Year:

2001

Language:

english

File:

PDF, 139 KB

english, 2001

14

C and N storage in living trees within Finland since 1950s

Pekka E. Kauppi, Erkki Tomppo, Ari Ferm

Journal:

Year:

1995

Language:

english

File:

PDF, 1.62 MB

english, 1995

15

Model-based prediction error uncertainty estimation for k-nn method

Hyon-Jung Kim, Erkki Tomppo

Journal:

Remote Sensing of Environment

Year:

2006

Language:

english

File:

PDF, 343 KB

english, 2006

16

Estimating areal means and variances of forest attributes using the k-Nearest Neighbors technique and satellite imagery

Ronald E. McRoberts, Erkki O. Tomppo, Andrew O. Finley, Juha Heikkinen

Journal:

Remote Sensing of Environment

Year:

2007

Language:

english

File:

PDF, 536 KB

english, 2007

17

Using k-nn and discriminant analyses to classify rain forest types in a Landsat TM image over northern Costa Rica

Sirpa Thessler, Steven Sesnie, Zayra S. Ramos Bendaña, Kalle Ruokolainen, Erkki Tomppo, Bryan Finegan

Journal:

Remote Sensing of Environment

Year:

2008

Language:

english

File:

PDF, 1.03 MB

english, 2008

18

Simultaneous use of Landsat-TM and IRS-1C WiFS data in estimating large area tree stem volume and aboveground biomass

Erkki Tomppo, Mats Nilsson, Mats Rosengren, Paula Aalto, Pamela Kennedy

Journal:

Remote Sensing of Environment

Year:

2002

Language:

english

File:

PDF, 1.07 MB

english, 2002

19

Mapping gradual landscape-scale floristic changes in Amazonian primary rain forests by combining ordination and remote sensing

Sirpa Thessler, Kalle Ruokolainen, Hanna Tuomisto, Erkki Tomppo

Journal:

Global Ecology and Biogeography

Year:

2005

Language:

english

File:

PDF, 348 KB

english, 2005

20

Optimal Locations for Methanol and CHP Production in Eastern Finland

Karthikeyan Natarajan, Sylvain Leduc, Paavo Pelkonen, Erkki Tomppo, Erik Dotzauer

Journal:

BioEnergy Research

Year:

2012

Language:

english

File:

PDF, 443 KB

english, 2012

21

Parametric, bootstrap, and jackknife variance estimators for the k-Nearest Neighbors technique with illustrations using forest inventory and satellite image data

Ronald E. McRoberts, Steen Magnussen, Erkki O. Tomppo, Gherardo Chirici

Journal:

Remote Sensing of Environment

Year:

2011

Language:

english

File:

PDF, 627 KB

english, 2011

22

Modelling interactions between trees by means of field observations

Aila Särkkä, Erkki Tomppo

Journal:

Forest Ecology and Management

Year:

1998

Language:

english

File:

PDF, 147 KB

english, 1998

23

Effects of Connectivity and Spatial Resolution of Analyses on Conservation Prioritization across Large Extents

ANNI ARPONEN, JOONA LEHTOMÄKI, JARNO LEPPÄNEN, ERKKI TOMPPO, ATTE MOILANEN

Journal:

Conservation Biology

Year:

2012

Language:

english

File:

PDF, 1.22 MB

english, 2012

24

Specialist species of wood-inhabiting fungi struggle while generalists thrive in fragmented boreal forests

Nordén, Jenni, Penttilä, Reijo, Siitonen, Juha, Tomppo, Erkki, Ovaskainen, Otso, Thrall, Peter

Journal:

Journal of Ecology

Year:

2013

Language:

english

File:

PDF, 125 KB

english, 2013

25

Optimal locations for second generation Fischer Tropsch biodiesel production in Finland

Natarajan, Karthikeyan, Leduc, Sylvain, Pelkonen, Paavo, Tomppo, Erkki, Dotzauer, Erik

Journal:

Renewable Energy

Year:

2014

Language:

english

File:

PDF, 3.40 MB

english, 2014

26

Linear unmixing of MODIS albedo composites to infer subpixel land cover type albedos

Kuusinen, Nea, Tomppo, Erkki, Berninger, Frank

Journal:

International Journal of Applied Earth Observation and Geoinformation

Year:

2013

Language:

english

File:

PDF, 1.04 MB

english, 2013

27

[Managing Forest Ecosystems] Designing and Conducting a Forest Inventory - case: 9th National Forest Inventory of Finland Volume 22 ||

Tomppo, Erkki, Heikkinen, Juha, Henttonen, Helena M., Ihalainen, Antti, Katila, Matti, Mäkelä, Helena, Tuomainen, Tarja, Vainikainen, Nina

Year:

2011

Language:

english

File:

PDF, 4.46 MB

english, 2011

28

Effects of forest age on albedo in boreal forests estimated from MODIS and Landsat albedo retrievals

Kuusinen, Nea, Tomppo, Erkki, Shuai, Yanmin, Berninger, Frank

Journal:

Remote Sensing of Environment

Year:

2014

Language:

english

File:

PDF, 4.47 MB

english, 2014

29

Indicators of Forest Biodiversity: Which Bird Species Predict High Breeding Bird Assemblage Diversity in Boreal Forests at Multiple Spatial Scales?

Pakkala, Timo, Lindén, Andreas, Tiainen, Juha, Tomppo, Erkki, Kouki, Jari

Journal:

Annales Zoologici Fennici

Year:

2014

Language:

english

File:

PDF, 495 KB

english, 2014

30

Comparison of linear and mixed-effect regression models and a k -nearest neighbour approach for estimation of single-tree biomass

Fehrmann, Lutz, Lehtonen, Aleksi, Kleinn, Christoph, Tomppo, Erkki

Journal:

Canadian Journal of Forest Research

Year:

2008

File:

PDF, 146 KB

2008

31

A model-assisted k -nearest neighbour approach to remove extrapolation bias

Magnussen, Steen, Tomppo, Erkki, McRoberts, Ronald E.

Journal:

Scandinavian Journal of Forest Research

Year:

2010

Language:

english

File:

PDF, 1.10 MB

english, 2010

32

The k -nearest neighbor technique with local linear regression

Magnussen, Steen, Tomppo, Erkki

Journal:

Scandinavian Journal of Forest Research

Year:

2014

Language:

english

File:

PDF, 318 KB

english, 2014

33

Estimating carbon accumulation rates of undrained mires in Finland – application to boreal and subarctic regions

Turunen, Jukka, Tomppo, Erkki, Tolonen, Kimmo, Reinikainen, Antti

Journal:

Year:

2002

Language:

english

File:

PDF, 352 KB

english, 2002

34

Using remotely sensed data to construct and assess forest attribute maps and related spatial products

McRoberts, Ronald E., Cohen, Warren B., Næsset, Erik, Stehman, Stephen V., Tomppo, Erkki O.

Journal:

Scandinavian Journal of Forest Research

Year:

2010

Language:

english

File:

PDF, 567 KB

english, 2010

35

Adapting Finnish Multi-Source Forest Inventory Techniques to the New Zealand Preharvest Inventory

Tomppo, Erkki, Goulding, Chris, Katila, Matti

Journal:

Scandinavian Journal of Forest Research

Year:

1999

Language:

english

File:

PDF, 246 KB

english, 1999

36

Advances and emerging issues in national forest inventories

McRoberts, Ronald E., Tomppo, Erkki O., Næsset, Erik

Journal:

Scandinavian Journal of Forest Research

Year:

2010

Language:

english

File:

PDF, 178 KB

english, 2010

37

The national forest inventory in China: history - results - international context

Zeng, WeiSheng, Tomppo, Erkki, Healey, Sean P., Gadow, Klaus V.

Journal:

Forest Ecosystems

Year:

2015

Language:

english

File:

PDF, 1.20 MB

english, 2015

38

A questionnaire-based review of the operational use of remotely sensed data by national forest inventories

Barrett, Frank, McRoberts, Ronald E., Tomppo, Erkki, Cienciala, Emil, Waser, Lars T.

Journal:

Remote Sensing of Environment

Year:

2016

Language:

english

File:

PDF, 1.50 MB

english, 2016

39

Structural factors driving boreal forest albedo in Finland

Kuusinen, Nea, Stenberg, Pauline, Korhonen, Lauri, Rautiainen, Miina, Tomppo, Erkki

Journal:

Remote Sensing of Environment

Year:

2016

Language:

english

File:

PDF, 1.82 MB

english, 2016

40

Model-calibrated k-nearest neighbor estimators

Magnussen, Steen, Tomppo, Erkki

Journal:

Scandinavian Journal of Forest Research

Year:

2016

Language:

english

File:

PDF, 1.39 MB

english, 2016

41

A meta-analysis and review of the literature on the k-Nearest Neighbors technique for forestry applications that use remotely sensed data

Chirici, Gherardo, Mura, Matteo, McInerney, Daniel, Py, Nicolas, Tomppo, Erkki O., Waser, Lars T., Travaglini, Davide, McRoberts, Ronald E.

Journal:

Remote Sensing of Environment

Year:

2016

Language:

english

File:

PDF, 1.11 MB

english, 2016

42

WITHDRAWN: Changes in the Finnish forest landscape: A multicriteria biodiversity assessment approach

Luque, Sandra, Joenssu, Johanna, Romero-Calcerrada, Raul, Tomppo, Erkki

Journal:

Landscape and Urban Planning

Year:

2006

File:

PDF, 11 KB

2006

43

An Enquiry on Forest Areas Reported to the Global Forest Resources Assessment—Is Harmonization Needed?

Gabler, Karl, Schadauer, Klemens, Tomppo, Erkki, Vidal, Claude, Bonhomme, Camille, McRoberts, Ronald E., Gschwantner, Thomas

Journal:

Year:

2012

Language:

english

File:

PDF, 216 KB

english, 2012

44

Harmonization of National Forest Inventories in Europe: Advances under COST Action E43

Tomppo, Erkki O., Schadauer, Klemens

Journal:

Year:

2012

Language:

english

File:

PDF, 239 KB

english, 2012

45

Interpolating and Extrapolating Information from Periodic Forest Surveys for Annual Greenhouse Gas Reporting

Heikkinen, Juha, Tomppo, Erkki, Freudenschuss, Alexandra, Weiss, Peter, Hylen, Gro, Kušar, Gal, McRoberts, Ronald, Kändler, Gerald, Cienciala, Emil, Petersson, Hans, Ståhl, Göran

Journal:

Year:

2012

Language:

english

File:

PDF, 463 KB

english, 2012

46

Harmonizing National Forest Inventories

McRoberts, Ronald E., Tomppo, Erkki O., Schadauer, Klemens, Ståhl, Göran

Journal:

Year:

2012

Language:

english

File:

PDF, 35 KB

english, 2012

47

Bridging National and Reference Definitions for Harmonizing Forest Statistics

Ståhl, Göran, Cienciala, Emil, Chirici, Gherardo, Lanz, Adrian, Vidal, Claude, Winter, Susanne, McRoberts, Ronald E., Rondeux, Jacques, Schadauer, Klemens, Tomppo, Erkki

Journal:

Year:

2012

Language:

english

File:

PDF, 605 KB

english, 2012

48

Establishing Bridging Functions for Harmonizing Growing Stock Estimates: Examples from European National Forest Inventories

Tomter, Stein M., Gasparini, Patrizia, Gschwantner, Thomas, Hennig, Petra, Kulbokas, Gintaras, Kuliešis, Andrius, Polley, Heino, Robert, Nicolas, Rondeux, Jacques, Tabacchi, Giovanni, Tomppo, Erkki

Journal:

Year:

2012

Language:

english

File:

PDF, 471 KB

english, 2012

49

Harmonizing Greenhouse Gas Reporting from European Forests: Case Examples and Implications for European Union Level Reporting

Dunger, Karsten, Petersson, Sven Hans-Olof, Barreiro, Susana, Cienciala, Emil, Colin, Antoine, Hylen, Gro, Kusar, Gal, Oehmichen, Katja, Tomppo, Erkki, Tuomainen, Tarja, Ståhl, Göran

Journal:

Year:

2012

Language:

english

File:

PDF, 284 KB

english, 2012

50

Mapping Gradual Landscape-Scale Floristic Changes in Amazonian Primary Rain Forests by Combining Ordination and Remote Sensing

Sirpa Thessler, Kalle Ruokolainen, Hanna Tuomisto and Erkki Tomppo

Journal:

Global Ecology and Biogeography

Year:

2005

Language:

english

File:

PDF, 2.85 MB

english, 2005