Jere Kaivosoja
Jere Kaivosoja
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Processing and assessment of spectrometric, stereoscopic imagery collected using a lightweight UAV spectral camera for precision agriculture
E Honkavaara, H Saari, J Kaivosoja, I Pölönen, T Hakala, P Litkey, ...
Remote Sensing 5 (10), 5006-5039, 2013
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
N Viljanen, E Honkavaara, R Näsi, T Hakala, O Niemeläinen, J Kaivosoja
Agriculture 8 (5), 70, 2018
Estimating biomass and nitrogen amount of barley and grass using UAV and aircraft based spectral and photogrammetric 3D features
R Näsi, N Viljanen, J Kaivosoja, K Alhonoja, T Hakala, L Markelin, ...
Remote Sensing 10 (7), 1082, 2018
Hyperspectral reflectance signatures and point clouds for precision agriculture by light weight UAV imaging system
E Honkavaara, J Kaivosoja, J Mäkynen, I Pellikka, L Pesonen, H Saari, ...
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2012
Spectral imaging from UAVs under varying illumination conditions
T Hakala, E Honkavaara, H Saari, J Mäkynen, J Kaivosoja, L Pesonen, ...
International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2013
Machine learning estimators for the quantity and quality of grass swards used for silage production using drone-based imaging spectrometry and photogrammetry
RA Oliveira, R Näsi, O Niemeläinen, L Nyholm, K Alhonoja, J Kaivosoja, ...
Remote Sensing of Environment 246, 111830, 2020
Hyperspectral imaging based biomass and nitrogen content estimations from light-weight UAV
I Pölönen, H Saari, J Kaivosoja, E Honkavaara, L Pesonen
Remote sensing for agriculture, ecosystems, and hydrology XV 8887, 141-149, 2013
Automatic control of farming operations based on spatial web services
J Kaivosoja, M Jackenkroll, R Linkolehto, M Weis, R Gerhards
Computers and electronics in agriculture 100, 110-115, 2014
A case study of a precision fertilizer application task generation for wheat based on classified hyperspectral data from UAV combined with farm history data
J Kaivosoja, L Pesonen, J Kleemola, I Pölönen, H Salo, E Honkavaara, ...
Remote Sensing for Agriculture, Ecosystems, and Hydrology XV 8887, 118-127, 2013
Cropinfra–An Internet-based service infrastructure to support crop production in future farms
LA Pesonen, FKW Teye, AK Ronkainen, MO Koistinen, JJ Kaivosoja, ...
Biosystems engineering 120, 92-101, 2014
Visible, very near IR and short wave IR hyperspectral drone imaging system for agriculture and natural water applications
H Saari, A Akujärvi, C Holmlund, H Ojanen, J Kaivosoja, A Nissinen, ...
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2017
Reference measurements in developing UAV systems for detecting pests, weeds, and diseases
J Kaivosoja, J Hautsalo, J Heikkinen, L Hiltunen, P Ruuttunen, R Näsi, ...
Remote sensing 13 (7), 1238, 2021
Cropinfra research data collection platform for ISO 11783 compatible and retrofit farm equipment
J Backman, R Linkolehto, M Koistinen, J Nikander, A Ronkainen, ...
Computers and Electronics in Agriculture 166, 105008, 2019
GNSS error simulator for farm machinery navigation development
J Kaivosoja, R Linkolehto
Computers and Electronics in Agriculture 119, 166-177, 2015
Assessment of various remote sensing technologies in biomass and nitrogen content estimation using an agricultural test field
R Näsi, N Viljanen, J Kaivosoja, T Hakala, M Pandžić, L Markelin, ...
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2017
Estimating grass sward quality and quantity parameters using drone remote sensing with deep neural networks
K Karila, R Alves Oliveira, J Ek, J Kaivosoja, N Koivumäki, P Korhonen, ...
Remote Sensing 14 (11), 2692, 2022
Silage grass sward nitrogen concentration and dry matter yield estimation using deep regression and RGB images captured by UAV
R Alves Oliveira, J Marcato Junior, C Soares Costa, R Näsi, N Koivumäki, ...
Agronomy 12 (6), 1352, 2022
Assessment of RGB and hyperspectral UAV remote sensing for grass quantity and quality estimation
RA Oliveira, R Näsi, O Niemeläinen, L Nyholm, K Alhonoja, J Kaivosoja, ...
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2019
Different remote sensing data in relative biomass determination and in precision fertilization task generation for cereal crops
J Kaivosoja, R Näsi, T Hakala, N Viljanen, E Honkavaara
International Conference on Information and Communication Technologies in …, 2017
Täsmäviljely ja ravinteiden käytön tarkentaminen
L Pesonen, J Kaivosoja, P Suomi
Varsinais-Suomen ELY-keskus, 2010
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