Jere Kaivosoja

Senior Scientist
  • Phone number +358295326199
  • Email address jere.kaivosoja@luke.fi
  • Address Tekniikankatu 1 33720 TAMPERE

Remote sensing services and drone technology for optimizing grassland management on cattle farms

Refereed scientific publications
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2024

Speeding up UAV-based crop variability assessment through a data fusion approach using spatial interpolation for site-specific management

Refereed scientific publications
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2024

Advances in connectivity and distributed intelligence in agricultural robotics

Refereed scientific publications
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2024

Hyperspectral UAS imagery for grass swards biomass and nitrogen estimation

Refereed scientific publications
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2023

High-precision estimation of grass quality and quantity using UAS-based VNIR and SWIR hyperspectral cameras and machine learning

Refereed scientific publications
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2023

Data infrastructure requirements for Robotics and Smart Farming Research

Other publications
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2022

Building a Robot Tractor Using Commercial Components and Widely Used Standards

Refereed scientific publications
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2022

Automatized Rapeseed Pest Detection and Management with Drones

Refereed scientific publications
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2022

Silage Grass Sward Nitrogen Concentration and Dry Matter Yield Estimation Using Deep Regression and RGB Images Captured by UAV

Refereed scientific publications
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2022

Estimating Grass Sward Quality and Quantity Parameters Using Drone Remote Sensing with Deep Neural Networks

Refereed scientific publications
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2022

Crop loss identification at field parcel scale using satellite remote sensing and machine learning

Refereed scientific publications
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2021

Future Possibilities and Challenges for UAV-Based Imaging Development in Smart Farming

Refereed scientific publications
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2021

Reference Measurements in Developing UAV Systems for Detecting Pests, Weeds, and Diseases

Refereed scientific publications
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2021

Machine learning estimators for the quantity and quality of grass swards used for silage production using drone-based imaging spectrometry and photogrammetry

Refereed scientific publications
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2020

Cropinfra research data collection platform for ISO 11783 compatible and retrofit farm equipment

Refereed scientific publications
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2019

Role of spatial data uncertainty in execution of precision farming operations

Refereed scientific publications
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2019

Modelling precision grass measurements for a web-based decision platform to aid grassland management

Refereed scientific publications
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2019

Evaluation of remote sensing technologies and cloud services to support grassland management

Refereed scientific publications
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2019

Assessment of RGB and Hyperspectral Uav Remote Sensing for Grass Quantity and Quality Estimation

Refereed scientific publications
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2019

Different Remote Sensing Data in Relative Biomass Determination and in Precision Fertilization Task Generation for Cereal Crops

Refereed scientific publications
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2019

Application of Drone-Based Maps in Planning Farm Operations for Sward Management in Silage Production

Other publications
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2018

Estimating Biomass and Nitrogen Amount of Barley and Grass Using UAV and Aircraft Based Spectral and Photogrammetric 3D Features

Refereed scientific publications
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2018

A Novel Machine Learning Method for Estimating Biomass of Grass Swards Using a Photogrammetric Canopy Height Model, Images and Vegetation Indices Captured by a Drone

Refereed scientific publications
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2018

OPTIMIZING RADIOMETRIC PROCESSING AND FEATURE EXTRACTION OF DRONE BASED HYPERSPECTRAL FRAME FORMAT IMAGERY FOR ESTIMATION OF YIELD QUANTITY AND QUALITY OF A GRASS SWARD

Refereed scientific publications
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2018