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M. Sulkava · SciRah

Researcher profile · Semantic Scholar

M. Sulkava

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M. Sulkava — researcher profile on SciRah

h-index: 15
Works: 49
Citations: 882

Most-cited papers

The European carbon balance. Part 3: forests
S. Luyssaert, P. Ciais, S. Piao, E. Schulze +17 more
2010304 citations Open access
Semantic Scholar
Photosynthesis drives anomalies in net carbon‐exchange of pine forests at different latitudes
S. Luyssaert, I. Janssens, M. Sulkava, D. Papale +9 more
200783 citations Open access
Semantic Scholar
Distance Matrix Based Clustering of the Self-Organizing Map
Juha Vesanto, M. Sulkava
2002International Conference on Artificial Neural Networks66 citations
Semantic Scholar
Assessing and improving the representativeness of monitoring networks: The European flux tower network example
M. Sulkava, S. Luyssaert, S. Zaehle, D. Papale
201161 citations Open access
Semantic Scholar
On the Decomposition of the Self-Organizing Map Distortion Measure
Juha Vesanto, M. Sulkava, Jaakko Hollmén
200346 citations
Semantic Scholar
Scalable Crop Yield Prediction with Sentinel-2 Time Series and Temporal Convolutional Network
Maria Yli-Heikkila, S. Wittke, Markku Luotamo, E. Puttonen +4 more
2022Remote Sensing37 citations Open access
Semantic Scholar
Evaluation of forest nutrition based on large-scale foliar surveys: are nutrition profiles the way of the future?
S. Luyssaert, M. Sulkava, H. Raitio, Jaakko Hollmén
2004Journal of Environmental Monitoring30 citations
Semantic Scholar
Modeling the effects of varying data quality on trend detection in environmental monitoring
M. Sulkava, S. Luyssaert, P. Rautio, I. Janssens +1 more
2007Ecological Informatics29 citations
Semantic Scholar
Photosynthesis, temperature and radial growth of Scots pine in northern Finland: identifying the influential time intervals
Mikko Korpela, P. Nöjd, Jaakko Hollmén, H. Mäkinen +2 more
2011Trees23 citations
Semantic Scholar
Automatic detection of onset and cessation of tree stem radius increase using dendrometer data
Mikko Korpela, H. Mäkinen, P. Nöjd, Jaakko Hollmén +1 more
2010Neurocomputing20 citations
Semantic Scholar
Analyzing Parliamentary Elections Based on Voting Advice Application Data
Jaakko Talonen, M. Sulkava
2011International Symposium on Intelligent Data Analysis17 citations
Semantic Scholar
Sparse Regression for Analyzing the Development of Foliar Nutrient Concentrations in Coniferous Trees
M. Sulkava, J. Tikka, Jaakko Hollmén
200617 citations
Semantic Scholar
Reliability of temperature signal in various climate indicators from northern Europe
P. Hari, T. Aakala, E. Hilasvuori, R. Häkkinen +12 more
2017PLoS ONE16 citations Open access
Semantic Scholar
Effects of precipitation and temperature on the growth variation of Scots pine-A case study at two extreme sites in Finland
P. Nöjd, Mikko Korpela, P. Hari, Ü. Rannik +3 more
201715 citations
Semantic Scholar
Clustering of the self-organizing map reveals profiles of farm profitability and upscaling weights
M. Sulkava, A. Sepponen, Maria Yli-Heikkilä, Arto Latukka
2015Neurocomputing15 citations
Semantic Scholar
Are N and S deposition altering the mineral composition of Norway spruce and Scots pine needles in Finland?
S. Luyssaert, M. Sulkava, H. Raitio, Jaakko Hollmén
2005Environmental Pollution15 citations
Semantic Scholar
Finding Profiles of Forest Nutrition by Clustering of the Self-Organizing Map
M. Sulkava, Jaakko Hollmén
200312 citations
Semantic Scholar
Finnish agriculture and food sector 2016/17
C. Jansik, T. Karhula, Marja Knuuttila, K. Koikkalainen +10 more
20178 citations
Semantic Scholar
EnvSOM: A SOM Algorithm Conditioned on the Environment for Clustering and Visualization
S. Alonso, M. Sulkava, M. A. Prada, M. Domínguez +1 more
2011Workshop on Self-Organizing Maps8 citations
Semantic Scholar
Comparative Analysis of Power Consumption in University Buildings Using envSOM
S. Alonso, M. Domínguez, M. A. Prada, M. Sulkava +1 more
2011International Symposium on Intelligent Data Analysis6 citations
Semantic Scholar
Data fusion of pre-election gallups and polls for improved support estimates
Jaakko Talonen, Miki Sirola, M. Sulkava
2015International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications5 citations
Semantic Scholar
CUSUM charts for detecting onset and cessation of xylem formation based on automated dendrometer data
M. Sulkava, H. Mäkinen, P. Nöjd, Jaakko Hollmén
20075 citations
Semantic Scholar
Combining Measurement Quality into Monitoring Trends in Foliar Nutrient Concentrations
M. Sulkava, P. Rautio, Jaakko Hollmén
2005International Conference on Artificial Neural Networks5 citations
Semantic Scholar
The Finnish Car Rejection Reasons Shown in an Interactive SOM Visualization Tool
Jaakko Talonen, M. Sulkava, Miki Sirola
2012Workshop on Self-Organizing Maps4 citations
Semantic Scholar
Predicting the profitability of agricultural enterprises in dairy farming
Maria Yli-Heikkilä, Jukka Tauriainen, M. Sulkava
2015The European Symposium on Artificial Neural Networks3 citations
Semantic Scholar
Network Visualization of Car Inspection Data using Graph Layout
Jaakko Talonen, Miki Sirola, M. Sulkava
20123 citations
Semantic Scholar
LEARNING FROM ENVIRONMENTAL DATA: METHODS FOR ANALYSIS OF FOREST NUTRITION TIME SERIES
M. Sulkava
20083 citations
Semantic Scholar
Photosynthesis drives interannual variability in net carbon-exchange of pine forests at different latitudes
S. Luyssaert, I. Janssens, M. Sulkava, D. Papale +8 more
20063 citations
Semantic Scholar
Is N and S deposition altering the mineral nutrient composition of Norway spruce and Scots pine needles in Finland
S. Luyssaert, M. Sulkava, H. Raitio, Jaakko Hollmén +1 more
20063 citations
Semantic Scholar
Mikael Sulkava Identifying spatial and temporal profiles from forest nutrition data
M. Sulkava, Jaakko Hollmén
20033 citations
Semantic Scholar
Exploring agricultural data using self-organizing maps
M. Sulkava
20122 citations
Semantic Scholar
Economic development of Finnish agriculture and horticulture
Arto Latukka, M. Sulkava
20122 citations
Semantic Scholar
Smoothed Prediction of the Onset of Tree Stem Radius Increase Based on Temperature Patterns
Mikko Korpela, H. Mäkinen, M. Sulkava, P. Nöjd +1 more
2008IFIP Working Conference on Database Semantics2 citations
Semantic Scholar
Modeling how varying data quality affects the ability to detect trends in environmental time series
M. Sulkava
20072 citations
Semantic Scholar
Tillage and biomass detection for estimating winter-time cropland management practices with satellite remote sensing
Maria Yli-Heikkilä, Arto Klami, S. Wittke, Markku Luotamo +9 more
2025European Journal of Remote Sensing1 citations Open access
Semantic Scholar
Improving Support estimates by fusion of pre-Election Data
Miki Sirola, Jaakko Talonen, M. Sulkava
2016Int. J. Comput.1 citations Open access
Semantic Scholar
Analysis of Farm Profitability and the Weighted Upscaling System Using the Self-Organizing Map
M. Sulkava, Maria Yli-Heikkilä, Arto Latukka
2012Workshop on Self-Organizing Maps1 citations
Semantic Scholar
Logistic Fitting Method for Detecting Onset and Cessation of Tree Stem Radius Increase
M. Brewer, M. Sulkava, H. Mäkinen, Mikko Korpela +2 more
2011Ideal1 citations
Semantic Scholar
Daily temperature and daily photosynthetic production vs.Scots pine growth
Mikko Korpela, P. Nöjd, Jaakko Hollmén, H. Mäkinen +2 more
20101 citations
Semantic Scholar
Effects of daily temperature and photosynthetic production on growth variation of Scots pine in northern Finland
P. Nöjd, Mikko Korpela, Jaakko Hollmén, H. Mäkinen +2 more
20091 citations
Semantic Scholar
Does the European eddy flux tower network represent the climatic and ecophysiological diversity of Europe
E. Canfora, D. Papale, S. Luyssaert, M. Sulkava
20091 citations
Semantic Scholar
How are N and S in deposition, in percolation water and in upper soil layers reflected in the chemical composition of needles in Finland?
P. Merilä, J. Derome, S. Luyssaert, M. Sulkava +3 more
20081 citations
Semantic Scholar
SOM in data mining
Esa Alhoniemi, J. Himberg, Jaakko Hollmén, S. Laine +8 more
20041 citations
Semantic Scholar
Temporal Analysis of Adverse Weather Conditions Affecting Wheat Production in Finland
Vladimir Kuzmanovski, M. Sulkava, T. Palosuo, Jaakko Hollmén
2019IFIP Working Conference on Database Semantics0 citations
Semantic Scholar
Structural development and economic situation of agriculture : Overall level of agricultural income
Arto Latukka, M. Sulkava
20170 citations
Semantic Scholar
Decision making based on data analysis methods
Miki Sirola, M. Sulkava
20160 citations
Semantic Scholar
Predicting profitability of dairy farms with a learning ensemble model
Maria Yli-Heikkilä, Jukka Tauriainen, M. Sulkava
20140 citations
Semantic Scholar
Failure management with data analysis
O. Simula, Jaakko Hollmén, K. Raivio, Miki Sirola +10 more
20080 citations
Semantic Scholar
Learning from environmental data : methods for analysis of forest nutrition time series
M. Sulkava
20080 citations
Semantic Scholar

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