Maria Yli-Heikkilä

Tutkija
  • Puhelinnumero +358295326659
  • Email address maria.yli-heikkila@luke.fi
  • Osoite Tietotie 4 31600 JOKIOINEN

Tillage and biomass detection for estimating winter-time cropland management practices with satellite remote sensing

Refereed scientific publications
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2025

Satellite remote sensing for agricultural monitoring

Refereed scientific publications
|
2025

Modeling the drivers of eutrophication in Finland with a machine learning approach

Refereed scientific publications
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2023

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

Refereed scientific publications
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2022

Density Estimates as Representations of Agricultural Fields for Remote Sensing-Based Monitoring of Tillage and Vegetation Cover

Refereed scientific publications
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2022

CropYield—Towards pre-harvest crop yield forecasts with satellite remote sensing : Final report

Other publications
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2021

Modernisation of agricultural statistics : Final report

Other publications
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2021

Productive performance of organic crop farms in Finland 2010–2017

Other publications
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2021

Luomutuotantoa harjoittavien kasvinviljelytilojen taloudellinen tehokkuus on parantunut.

Muut julkaisut
|
2021

Productive performance of organic crop farms in Finland 2010–2017

Refereed scientific publications
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2021

Peltomaan talviaikaisen kasvipeitteisyysalan arviointi satelliittikaukokartoituksella

Muut julkaisut
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2020

Yksittäisten maatilojen tarkastelu korkeaulotteisessa talousavaruudessa itseorganisoivan kartan avulla

Muut julkaisut
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2018

Prediktiivinen analyysimenetelmä tilan kannattavuuden laskemiseksi Taloustohtorissa

Muut julkaisut
|
2018

Predicting the profitability of agricultural enterprises in dairy farming

Refereed scientific publications
|
2015

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

Refereed scientific publications
|
2015