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Scalable Crop Yield Prediction with Sentinel-2 Time Series and Temporal Convolutional Network

Remote sensing (Basel, Switzerland), 2022-09, Vol.14 (17), p.4193

2022

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Reliability of temperature signal in various climate indicators from northern Europe

PloS one, 2017-06, Vol.12 (6), p.e0180042-e0180042

2017

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Clustering of the self-organizing map reveals profiles of farm profitability and upscaling weights

Neurocomputing (Amsterdam), 2015, Vol.147, p.197-206

2015

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Assessing and improving the representativeness of monitoring networks: The European flux tower network example

Journal of Geophysical Research, 2011-09, Vol.116 (G3), p.n/a, Article G00J04

2011

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Clustering of the self-organizing map reveals profiles of farm profitability and upscaling weights : Advances in Self-Organizing Maps

Neurocomputing (Amsterdam), 2015, Vol.147, p.197-206

2015

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Temporal Analysis of Adverse Weather Conditions Affecting Wheat Production in Finland

Discovery Science, p.176-185

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Effects of precipitation and temperature on the growth variation of Scots pine—A case study at two extreme sites in Finland

Dendrochronologia (Verona), 2017-12, Vol.46, p.35-45

2017

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Photosynthesis, temperature and radial growth of Scots pine in northern Finland: identifying the influential time intervals

Trees (Berlin, West), 2011-04, Vol.25 (2), p.323-332

2011

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Distance Matrix Based Clustering of the Self-Organizing Map

Artificial Neural Networks — ICANN 2002, 2002, p.951-956

2002

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Automatic detection of onset and cessation of tree stem radius increase using dendrometer data

Neurocomputing (Amsterdam), 2010-06, Vol.73 (10), p.2039-2046

2010

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Are N and S deposition altering the mineral composition of Norway spruce and Scots pine needles in Finland?

Environmental pollution (1987), 2005-11, Vol.138 (1), p.5-17

2005

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Sparse regression for analyzing the development of foliar nutrient concentrations in coniferous trees

Ecological modelling, 2006-01, Vol.191 (1), p.118-130

2006

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Yksittäisten maatilojen tarkastelu korkeaulotteisessa talousavaruudessa itseorganisoivan kartan avulla

Suomen Maataloustieteellisen Seuran Tiedote, 2018-07 (35)

2018

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Combining measurement quality into monitoring trends in foliar nutrient concentrations

Lecture notes in computer science, 2005, p.761-767

2005

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Prediktiivinen analyysimenetelmä tilan kannattavuuden laskemiseksi Taloustohtorissa

Suomen Maataloustieteellisen Seuran Tiedote, 2018-07 (35)

2018

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EnvSOM: A SOM Algorithm Conditioned on the Environment for Clustering and Visualization

Advances in Self-Organizing Maps, p.61-70

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Logistic Fitting Method for Detecting Onset and Cessation of Tree Stem Radius Increase

Intelligent Data Engineering and Automated Learning - IDEAL 2011, p.204-211

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Data fusion of pre-election gallups and polls for improved support estimates

2015 IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2015, Vol.1, p.143-148

2015

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Uusi palvelu Taloustohtorissa - kasvihuonekaasupäästöjen laskenta

Suomen Maataloustieteellisen Seuran Tiedote, 2018-07 (35)

2018

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Smoothed Prediction of the Onset of Tree Stem Radius Increase Based on Temperature Patterns

Discovery Science, p.100-111

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Comparative Analysis of Power Consumption in University Buildings Using envSOM

Advances in Intelligent Data Analysis X, p.10-21

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Tilakohtainen kasvihuonekaasupäästöjen laskenta Taloustohtorissa

Suomen Maataloustieteellisen Seuran Tiedote, 2016-01 (33), p.1-5

2016

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Itseorganisoivan kartan ryvästys paljastaa maatilojen kannattavuusprofiilit

Suomen Maataloustieteellisen Seuran Tiedote, 2014-01 (30), p.1-7

2014

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Evaluation of forest nutrition based on large-scale foliar surveys: are nutrition profiles the way of the future?

Journal of environmental monitoring, 2004-02, Vol.6 (2), p.160-167

2004

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Combining Measurement Quality into Monitoring Trends in Foliar Nutrient Concentrations

Artificial Neural Networks: Formal Models and Their Applications – ICANN 2005, p.761-767

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Scalable Crop Yield Prediction with Sentinel-2 Time Series and Temporal Convolutional Network

Reliability of temperature signal in various climate indicators from northern Europe

Clustering of the self-organizing map reveals profiles of farm profitability and upscaling weights

Assessing and improving the representativeness of monitoring networks: The European flux tower network example

Clustering of the self-organizing map reveals profiles of farm profitability and upscaling weights : Advances in Self-Organizing Maps

Temporal Analysis of Adverse Weather Conditions Affecting Wheat Production in Finland

Effects of precipitation and temperature on the growth variation of Scots pine—A case study at two extreme sites in Finland

Photosynthesis, temperature and radial growth of Scots pine in northern Finland: identifying the influential time intervals

Distance Matrix Based Clustering of the Self-Organizing Map

Automatic detection of onset and cessation of tree stem radius increase using dendrometer data

Are N and S deposition altering the mineral composition of Norway spruce and Scots pine needles in Finland?

Sparse regression for analyzing the development of foliar nutrient concentrations in coniferous trees

Yksittäisten maatilojen tarkastelu korkeaulotteisessa talousavaruudessa itseorganisoivan kartan avulla

Combining measurement quality into monitoring trends in foliar nutrient concentrations

Prediktiivinen analyysimenetelmä tilan kannattavuuden laskemiseksi Taloustohtorissa

EnvSOM: A SOM Algorithm Conditioned on the Environment for Clustering and Visualization

Logistic Fitting Method for Detecting Onset and Cessation of Tree Stem Radius Increase

Data fusion of pre-election gallups and polls for improved support estimates

Uusi palvelu Taloustohtorissa - kasvihuonekaasupäästöjen laskenta

Smoothed Prediction of the Onset of Tree Stem Radius Increase Based on Temperature Patterns

Comparative Analysis of Power Consumption in University Buildings Using envSOM

Tilakohtainen kasvihuonekaasupäästöjen laskenta Taloustohtorissa

Itseorganisoivan kartan ryvästys paljastaa maatilojen kannattavuusprofiilit

Evaluation of forest nutrition based on large-scale foliar surveys: are nutrition profiles the way of the future?

Combining Measurement Quality into Monitoring Trends in Foliar Nutrient Concentrations

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