Selecting estimation parameters for the Finnish multisource National Forest Inventory

No abstract is available for this paper.

• Publication year

  2001

• Venue

  Remote Sensing of Environment

• Publication date

  2001-04-01

• Fields of study

  Environmental Science

• Identifiers
  DOI 10.1016/S0034-4257(00)00188-7
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Estimation and mapping of forest stand density, volume, and cover type using the k-nearest neighbors method

  2001influential reference
• Calibration of small-area estimates for map errors in multisource forest inventory.

  2000cited by this paper
• Adapting Finnish Multi-Source Forest Inventory Techniques to the New Zealand Preharvest Inventory

  1999influential reference
• The forest stand margin area in the interpretation of growing stock using Landsat TM imagery

  1999influential reference
• Weighting alternative estimates when using multi-source auxiliary data for forest inventory

  1999cited by this paper
• Estimation of forest variables using satellite image data and airborne Lidar

  1997influential reference
• Improving Satellite Image Based Forest Inventory by Using A Priori Site Quality Information

  1997cited by this paper
• Textur i flygbilder för skattning av beståndsegenskaper

  1997cited by this paper
• Country report - Finland.

  1997cited by this paper
• Point accuracy of a non-parametric method in estimation of forest characteristics with different satellite materials

  1996influential reference
• New thrust in forest inventory: proceedings of the subject group S4.02-00. Forest resource inventory and monitoring and subject group S4.12-00. Remote sensing technology, IUFRO XX World Congress, 6-12 August 1995, Tampere, Finland

  1996cited by this paper
• Most Similar Neighbor: An Improved Sampling Inference Procedure for Natural Resource Planning

  1995cited by this paper
• Multi-source national forest inventory of Finland.

  1994cited by this paper
• Satellite image aided forest site fertility estimation for forest income taxation.

  1992cited by this paper
• An Introduction to Kernel and Nearest-Neighbor Nonparametric Regression

  1992cited by this paper
• Satellite image-based national forest inventory of finland for publication in the igarss'91 digest

  1991influential reference
• Book reviewInternational archives of photogrammetry and remote sensing: ISPRS, Editor S. Murai: volume 27 part A, Tokyo-Japan-Japan 1989

  1989cited by this paper
• The importance of measurement error for certain procedures in remote sensing at optical wavelengths

  1986cited by this paper
• A fuzzy K-nearest neighbor algorithm

  1985influential reference
• Pohjois-Savon metsäkeskuksen alueen metsävarat ja niiden kehitys 1967–96

  1970cited by this paper
• Kunnittaiset metsävaratiedot 1990–94

  1970cited by this paper
• Etelä-Pohjanmaan metsäkeskuksen alueen metsävarat ja niiden kehitys 1968–97

  1970influential reference
• Nearest neighbor pattern classification

  1967cited by this paper

• Comparative analysis of k-nearest neighbors distance metrics for retrieving coastal water quality based on concurrent in situ and satellite observations.

  2025cites this paper
• Automatized Sentinel-2 mosaicking for large area forest mapping

  2024cites this paper
• Trends of Peatland Research Based on Topic Modeling: Toward Sustainable Management under Climate Change

  2023cites this paper
• sgsR: a structurally guided sampling toolbox for LiDAR-based forest inventories

  2023cites this paper
• Estimation of Forest Stock Volume Using Sentinel-2 MSI, Landsat 8 OLI Imagery and Forest Inventory Data

  2023cites this paper
• Spatial patterns of biomass change across Finland in 2009–2015

  2022cites this paper
• Assessing alternatives for growth and yield modelling in eucalypt stands

  2022cites this paper
• Sentinel-1 based soil freeze/thaw estimation in boreal forest environments

  2021cites this paper
• Using auxiliary data to rationalize smartphone-based pre-harvest forest mensuration

  2021influential citation
• Airborne SnowSAR data at X- and Ku- bands over boreal forest, alpine and tundra snow cover

  2021cites this paper
• Bridging mapping and simulation modelling in the ecosystem service assessments of boreal forests: effects of bioenergy production on carbon dynamics

  2021cites this paper
• Aboveground biomass

  2020cites this paper
• Trade-offs between wood production and forest grouse habitats in two regions with distinctive landscapes

  2020cites this paper
• Modeling Bidirectional Polarization Distribution Function of Land Surfaces Using Machine Learning Techniques

  2020cites this paper
• A Modified KNN Method for Mapping the Leaf Area Index in Arid and Semi-Arid Areas of China

  2020influential citation
• Estimation of Forest Biomass in Beijing (China) Using Multisource Remote Sensing and Forest Inventory Data

  2020cites this paper
• EXPLORING THE POTENTIAL OF FULL WAVEFORM AIRBORNE LIDAR FEATURES AND ITS FUSION WITH RGB IMAGE IN CLASSIFICATION OF A SPARSELY FORESTED AREA

  2019cites this paper
• Comparison of two-dimensional multitemporal Sentinel-2 data with three-dimensional remote sensing data sources for forest inventory parameter estimation over a boreal forest

  2019cites this paper
• Efficiency of post-stratification for a large-scale forest inventory—case Finnish NFI

  2019cites this paper
• The role of geodiversity in providing ecosystem services at broad scales

  2018cites this paper
• Mapping of the spatial distribution of carbon storage of the Pinus kesiya Royle ex Gordon (Benguet pine) forest in Sagada, Mt. Province, Philippines

  2018influential citation
• Statistical inferential techniques for approaching forest mapping. A review of methods

  2018cites this paper
• Optimizing kNN for Mapping Vegetation Cover of Arid and Semi-Arid Areas Using Landsat Images

  2018influential citation
• ESTIMATION OF FOREST STAND PARAMETERS BY USING THE SPECTRAL AND TEXTURAL FEATURES DERIVED FROM DIGITAL AERIAL IMAGES

  2018cites this paper
• Spatial Prediction of Landslide-Prone Areas Through k-Nearest Neighbor Algorithm and Logistic Regression Model Using High Resolution Airborne Laser Scanning Data

  2017cites this paper
• Multi-source forest inventory data for forest production and utilization analyses at different levels

  2017influential citation
• Estimativa do volume de madeira para Eucalyptus sp. Com imagens de satélite de alta resolução espacial

  2017cites this paper
• Prediction of Dominant Forest Tree Species Using QuickBird and Environmental Data

  2017cites this paper
• In Situ/Remote Sensing Integration to Assess Forest Health - A Review

  2016cites this paper
• Implications of boreal forest stand characteristics for X-band SAR flood mapping accuracy

  2016cites this paper
• Ecosystem services of boreal forests - Carbon budget mapping at high resolution.

  2016influential citation
• Simulation-based assessment of sampling strategies for large-area biomass estimation using wall-to-wall and partial coverage airborne laser scanning surveys

  2016cites this paper
• Forest stands volume estimation by using Finnish Multi-Source National Forest Inventory in Stołowe Mountains National Park

  2016cites this paper
• A questionnaire-based review of the operational use of remotely sensed data by national forest inventories

  2016cites this paper
• Remote sensing change detection methods to track deforestation and growth in threatened rainforests in Madre de Dios, Peru

  2015cites this paper
• Assessing the Suitability of Future Multi- and Hyperspectral Satellite Systems for Mapping the Spatial Distribution of Norway Spruce Timber Volume

  2015cites this paper
• Recursive Restriction Estimation: An Alternative to Post- Stratification in Surveys of Land and Forest Cover

  2015cites this paper
• Obtaining forest description for small-scale forests using an integrated remote sensing approach

  2015cites this paper
• Complex Sample Survey Estimation in Static State-Space

  2015cites this paper
• Remote Sensing of Forest Biomass

  2014cites this paper
• The k-nearest neighbor technique with local linear regression

  2014influential citation
• Accuracy of Forest Stem Volume Estimation by TM/Landsat Imagery with Different Geometric and Atmospheric Correction Methods

  2014cites this paper
• Stand Volume Estimation Using the k-NN Technique Combined with Forest Inventory Data, Satellite Image Data and Additional Feature Variables

  2014influential citation
• Biological reactions of forests to climate change and air pollution

  2014cites this paper
• Deriving harmonised forest information in Europe using remote sensing methods

  2014cites this paper
• Estimation of Aboveground Forest Biomass Carbon Stock by Satellite Remote Sensing - A Comparison between k-Nearest Neighbor and Regression Tree Analysis -

  2014cites this paper
• Comparison of estimating forest above-ground biomass over montane area by two non-parametric methods

  2014cites this paper
• Estimation of standing wood volume and species composition in managed nemoral multi-layer mixed forests by using nearest neighbour classifier, multispectral satellite images and airborne lidar data / Puistute liigilise koosseisu ja tüvemahu hindamine k-lähima naabri meetodil mitmerindelistes majanda

  2014cites this paper
• Feature extraction and selection in remote sensing-aided forest inventory

  2014cites this paper
• ESTIMATION OF WOOD PRODUCTION SPATIAL DISTRIBUTION IN THE HIGH FOREST ON IGMAN MOUNTAIN

  2014cites this paper
• Determining aboveground biomass of a forest reserve in Malaysian Borneo using k-nearest neighbour method.

  2014influential citation
• Retrieval of forest growing stock volume by two different methods using Landsat TM images

  2014cites this paper
• Mapping by spatial predictors exploiting remotely sensed and ground data: A comparative design-based perspective

  2014cites this paper
• Application of an imputation method for geospatial inventory of forest structural attributes across multiple spatial scales in the Lake States, U.S.A.

  2014cites this paper
• Biophysical Applications of Satellite Remote Sensing

  2014cites this paper
• Integrating multi-source data for a tropical forest inventory—a case study in the Kon Tum region, Vietnam

  2014cites this paper
• Effects of national forest inventory plot location error on forest carbon stock estimation using k-nearest neighbor algorithm

  2013cites this paper
• Model-based inference for k-nearest neighbours predictions using a canonical vine copula

  2013cites this paper
• Predicting soil properties from floristic composition in western Amazonian rain forests: performance of k‐nearest neighbour estimation and weighted averaging calibration

  2013cites this paper
• An assessment of three variance estimators for the k-nearest neighbour technique

  2013influential citation
• Predicting tree crown defoliation using color-infrared orthophoto maps

  2013cites this paper
• A Comparison of the Spatial Linear Model to Nearest Neighbor (k-NN) Methods for Forestry Applications

  2013cites this paper
• Capability of ETM+ in estimates standing stock in beech stands of mountain forest

  2013cites this paper
• Approaches to monitoring changes in carbon stocks for REDD+

  2013cites this paper
• National forest resource inventory and monitoring system

  2013cites this paper
• Mapping the health of mature deciduous forest stands by fusing multisource geospatial data with Dempster's combination rule

  2012cites this paper
• Using Remote Sensing to Estimate a Renewable Resource: Forest Residual Biomass

  2012cites this paper
• Signals of tree volume and temperature in a high‐resolution record of pollen accumulation rates in northern Finland

  2012cites this paper
• Aboveground Forest Biomass Estimation with Landsat and LiDAR Data and Uncertainty Analysis of the Estimates

  2012cites this paper
• K-NN FOREST: a software for the non-parametric prediction and mapping of environmental variables by the k-Nearest Neighbors algorithm

  2012cites this paper
• The Multi-Source National Forest Inventory of Finland – methods and results 2013

  2012influential citation
• ESTIMATING MIXED BROADLEAVES FOREST STAND VOLUME USING DSM EXTRACTED FROM DIGITAL AERIAL IMAGES

  2012cites this paper
• Reprint of: Estimation of forest above-ground biomass using multi-parameter remote sensing data over a cold and arid area

  2012cites this paper
• Utilizing a Multi-Source Forest Inventory Technique, MODIS Data and Landsat TM Images in the Production of Forest Cover and Volume Maps for the Terai Physiographic Zone in Nepal

  2012cites this paper
• Satellite-based stand-wise forest cover type mapping using a spatially adaptive classification approach

  2012cites this paper
• Forest attribute imputation using machine-learning methods and ASTER data: comparison of k-NN, SVR and random forest regression algorithms

  2012cites this paper
• Accuracy of forest stand volume estimation by Landsat TM imagery with different geometric and atmospheric correction methods

  2012cites this paper
• Modelling the impact of land-cover change on potential soil loss in the Taita Hills, Kenya, between 1987 and 2003 using remote-sensing and geospatial data

  2011cites this paper
• Effect of airborne laser scanning accuracy on forest stock and yield estimates

  2011cites this paper
• Automated, adaptive methods for forest inventory

  2011cites this paper
• Estimating forest data for analyses of forest production and utilization possibilities at local level by means of multi-source National Forest Inventory

  2011cites this paper
• Predicting and mapping productivity of short rotation willow plantations in Sweden based on climatic data using a non-parametric method

  2011cites this paper
• Comparison of the k-nearest neighbor technique with geographical calibration for estimating forest growing stock volumeThis article is one of a selection of papers from Extending Forest Inventory and Monitoring over Space and Time.

  2011cites this paper
• Comparative analysis of harmonized forest area estimates for European countries

  2011cites this paper
• Use of ETM+ images to extend stem volume estimates obtained from LiDAR data

  2011cites this paper
• WEIGHTED FUNCTIONS in the k-NN ESTIMATES of GROWING STOCK in HIGH FOREST in BOSNIA

  2011cites this paper
• Estimating Aboveground Carbon of Moso Bamboo Forests Using the k Nearest Neighbors Technique and Satellite Imagery

  2011cites this paper
• Integration of remote sensing and GIS in studying vegetation trends and conditions in the gum arabic belt in North Kordofan, Sudan

  2011cites this paper
• Use of MODIS NDVI data to improve forest-area estimation

  2011cites this paper
• Correlation between soil apparent electroconductivity and plant hyperspectral reflectance in a managed wetland

  2011cites this paper
• Geospatial Forest Inventory Models for Michigan

  2011cites this paper
• FOREST STAND VOLUME ESTIMATION USING SATELLITE IRS_P6 (LISS_IV) DATA (CASE STUDY: LIREHSAR, TONEKABON)

  2010cites this paper
• Mapping biomass variables with a multi-source forest inventory technique

  2010cites this paper
• Absolute pollen productivity and pollen–vegetation relationships in northern Finland

  2010cites this paper
• Combining vegetation indices, constrained ordination and fuzzy classification for mapping semi-natural vegetation units from hyperspectral imagery

  2010cites this paper
• A Geostatistically Weighted k -NN Classifier for Remotely Sensed Imagery

  2010cites this paper
• A Chinese Minority Script Recognition Method Based on Wavelet Feature and Modified KNN

  2010cites this paper
• Predicting categorical forest variables using an improved k-Nearest Neighbour estimator and Landsat imagery

  2009cites this paper
• Cartographie de parametres forestiers par fusion evidentielle de donnees geospatiales multi-sources: Application aux peuplements forestiers en regeneration et feuillus matures du Sud du Quebec

  2009cites this paper
• Estimating individual tree growth using non-parametric methods

  2009cites this paper