Øivind Due Trier

Performance evaluation of deep learning methods for archaeological object detection in airborne lidar data 2024. Scientific lecture

Ingrid Aarnes; Ragnar Hauge; Øivind Due Trier; Ola Haug; Ariel Almendral Vazquez; Hierarkisk modell for naturtyper til bruk i naturregnskap NR-notat, 2024. Abstract

National-Scale Detection of New Forest Roads in Sentinel-2 Time Series Remote Sensing, vol. 16, (ISSN 2072-4292 ), doi: https://doi.org/10.3390/rs16213972 , 2024. Scientific article

Validering og evaluering av FSC. Delprosjekt for snø og is i NVE Copernicus 2 2024. Report

Birch pollen predictions from Sentinel-2 images. Sen4Pol Phase 3 2024. Report

Horizon Europe possibilities for BAMJO 2024. Report

Isdekningsgrad på innsjøer fra SLSTR med dyp læring 2024. Report

Hierarkisk modell for naturtyper til bruk i naturregnskap 2024. Report

Bruk av kunstig intelligens / dyp læring på jordobservasjonsdata 2023. Lecture

Performance evaluation of deep learning methods for archaeological object detection in airborne lidar data 2023. Poster

Bidrag til sluttrapport. FKB maskinlæring 2023. Report

Driftspilot veideteksjon. Metodeforbedringer i 2022 2023. Report

Videreutvikling av snødekningsgrad for SLSTR med dyp læring. Delprosjekt for snø og is i NVE Copernicus 2 2023. Report

Videreutvikling av skydeteksjon for SLSTR med dyp læring. Delprosjekt for snø og is i NVE Copernicus 2 2023. Report

Harmonised snow variable retrieval for hydrological applications by reconstruction of the snow surface spectrum using radiative transfer modelling 2023. Scientific lecture

Detection of forest roads in Sentinel-2 images using U-Net 2022. Scientific lecture

Detection of forest roads in Sentinel-2 images using U-Net Proceedings of the Northern Lights Deep Learning Workshop, vol. 3, (ISSN 2703-6928 ), doi: https://doi.org/10.7557/18.6246 , 2022. Scientific article

Forest mapping and monitoring in Africa using Sentinel-2 data and deep learning International Journal of Applied Earth Observation and Geoinformation, vol. 111, pp. 1 13 , (ISSN 1569-8432 1872-826X ), doi: https://doi.org/10.1016/j.jag.2022.102840 , 2022. Scientific article

Driftspilot naturinngrep. Metodeforbedringer i 2022 2022. Report

Automated mapping of cultural heritage in Norway from airborne lidar data using Faster R-CNN 2022. Scientific lecture

Automated mapping of cultural heritage in Norway from airborne laser scanning data using Faster R-CNN 2022. Scientific lecture

Detection of nature interventions in Sentinel-2 images of Norway using U-Net 2022. Scientific lecture

Sentinel for snow surface hoar mapping. Sentinel4SurfaceHoar project results 2022. Report

Automated mapping of cultural heritage in Norway from airborne lidar data using faster R-CNN International Journal of Applied Earth Observation and Geoinformation, vol. 95, pp. 1 19 , (ISSN 1569-8432 1872-826X ), doi: https://doi.org/10.1016/j.jag.2020.102241 , 2021. Scientific article

Bygningsdeteksjon. Utprøving av to nevrale nettverk 2021. Report

Detection of cultural heritage in airborne laser scanning data using Faster R-CNN. Results on Norwegian data pp. 227 238 , doi: https://doi.org/10.11588/propylaeum.747.c11786 , 2021. Scientific chapter / article / conference article

Towards automated urban map revision using deep neural networks on airborne lidar and hyperspectral data 2021. Lecture

Automatisk skydeteksjon i Sentinel-3 SLSTR satellittbilder med U-Net. Første resultater 2021. Report

Driftspilot naturinngrep 2021. Report

Automated building detection with Mask R-CNN from combined hyperspectral and lidar data 2021. Scientific lecture

Bygningsdeteksjon i 8 cm flybilder 2021. Report

Utvikling av operasjonell snøtjeneste ved NVE. Resultater fra prosjektfase 3 2021. Report

Final report. AI4Arctic Deliverable 6 2021. Report

Presentasjon fra prosjektet om inngrepsfri natur og deteksjon av kulturminner 2021. Scientific lecture

Automated building detection from airborne hyperspectral and lidar data. 2021. Lecture

Use of local and global maps of forest canopy height and aboveground biomass to enhance local estimates of biomass in miombo woodlands in Tanzania International Journal of Applied Earth Observation and Geoinformation, vol. 89, (ISSN 1569-8432 1872-826X ), doi: https://doi.org/10.1016/j.jag.2020.102109 , 2020. Scientific article

Kartlegging av naturinngrep. Sluttrapport 2020. Report

Deteksjon av skogsveger. Kartlegging av naturinngrep – fase 2 2020. Report

Automatisering av kartlegging. Status metodeutvikling, fase 1 i prosjektet 2020. Report

Kildekode for automatisert kartlegging. FKB maskinlæring 2020. Report

Stedsbasert risiko for vannskader - fase 1: Vurdering av topografiske indekser 2020. Report

SEN4POL – Towards a Sentinel-based pollen information service 2020. Scientific lecture

SEN4POL – Towards a Sentinel-based pollen information service 2020. Scientific lecture

Corrigendum to ‘Use of local and global maps of forest canopy height and aboveground biomass to enhance local estimates of biomass in miombo woodlands in Tanzania’ [Int J Appl Earth Obs Geoinformation 89 (2020) 102109] International Journal of Applied Earth Observation and Geoinformation, vol. 93, (ISSN 1569-8432 1872-826X ), doi: https://doi.org/10.1016/j.jag.2020.102137 , 2020. Errata

Deteksjon av veier i Sentinel-2 med U-Net. Fjernmåling av endringer i inngrepsfri natur. 2020. Scientific lecture

Deteksjon av veier med Sentinel. Fjernmåling av endringer i inngrepsfri natur. 2020. Scientific lecture

Sentinel4ThinIce Phase 2 WP8: Diagnosis and correction of possible underestimated ice thickness. Sentinel4ThinIce project report 2020 2020. Report

Multi-sensor multi-temporal FSC 2017-2020 dataset. S4S multi-FSC prototype products to EDI, Version 2.0. 2020. Report

Dataset and data policy. AI4Arctic Deliverable 3. 2020. Report

Large-Scale Vegetation Height Mapping from Sentinel Data Using Deep Learning doi: https://doi.org/10.1109/IGARSS39084.2020.9323815 , 2020. Scientific chapter / article / conference article

Remote Sensing of Snow Properties with Sentinel-3 versus MODIS 2020. Scientific lecture

Erratum: Use of local and global maps of forest canopy height and aboveground biomass to enhance local estimates of biomass in miombo woodlands in Tanzania (International Journal of Applied Earth Observations and Geoinformation (2020) 89, (S0303243419312103), (10.1016/j.jag.2020.102109)) International Journal of Applied Earth Observation and Geoinformation, vol. 93, (ISSN 1569-8432 1872-826X ), doi: https://doi.org/10.1016/j.jag.2020.102138 , 2020. Errata

Klassifikasjon og deteksjon ved bruk av kunstig intelligens 2019. Lecture

Mapping snow surface hoar by optical remote sensing 2019. Poster

Monitoring Thin Sea Ice Thickness with Sentinel-3 2019. Poster

Kunstig intelligens finner skjulte kulturminner Aftenposten (morgenutg. : trykt utg.), pp. 24 25 , (ISSN 0804-3116 0807-2027 ), 2019. Science for the public article

Automated detection of grave mounds, deer hunting systems and charcoal burning platforms from airborne lidar data using faster-RCNN 2019. Scientific lecture

Detection of cultural heritage in airborne laser scanning data using Faster RCNN. Results on Norwegian data 2019. Scientific lecture

Automated mapping of cultural heritage in Norway from airborne lidar data using faster-RCNN 2019. Scientific lecture

Remote sensing of snow properties with Sentinel-3 2019. Scientific lecture

Monitoring lake ice cover with Sentinel-3 2019. Scientific lecture

Kartlegging av naturinngrep. Foreløpig rapport 2019. Report

NGVEO project notes. Atmospheric correction of Sentinel-2 data 2019. Report

Utvikling av operasjonell snøtjeneste ved NVE. Resultater fra prosjektfase 2. 2019. Report

Sen4Pol Phase 1. NDVI-based method for daily birch pollen prediction from Sentinel-3 2019. Report

CultSearcher user guide. Version 1.0 2019. Report

Automated detection of cultural heritage in airborne lidar data. CultSearcher operationalisation 2019. Report

SEN4POL Phase-1: Final Scientific Report 2019. Report

Utvikling av operasjonell innsjøistjeneste hos NVE: Resultater fra prosjektfase 2 2019. Report

Sentinel4ThinIce Phase 2. Thin ice thickness retrieval with Sentinel-3 2019. Report

Tree species classification in Norway from airborne hyperspectral and airborne laser scanning data European Journal of Remote Sensing, vol. 51, pp. 336 351 , (ISSN 2279-7254 ), doi: https://doi.org/10.1080/22797254.2018.1434424 , 2018. Scientific article

Multi-sensor forest vegetation height mapping methods for Tanzania European Journal of Remote Sensing, vol. 51, pp. 587 606 , (ISSN 2279-7254 ), doi: https://doi.org/10.1080/22797254.2018.1461533 , 2018. Scientific article

Using deep neural networks on airborne laser scanning data: results from a case study of semi-automatic mapping of archaeological topography on Arran, Scotland Archaeological Prospection, vol. 26, pp. 165 175 , (ISSN 1075-2196 1099-0763 ), doi: https://doi.org/10.1002/arp.1731 , 2018. Scientific article

Semi-automatic mapping of charcoal kilns from airborne laser scanning data using deep learning pp. 219 231 , 2018. Scientific chapter / article / conference article

Towards a national infrastructure for semi-automatic mapping of cultural heritage in Norway pp. 159 172 , 2018. Scientific chapter / article / conference article

Semi-automatic mapping of cultural heritage in Arran, Scotland, using deep neural networks on airborne laser scanning data 2018. Scientific lecture

A portfolio of snow products based on Sentinel-3 for snow hydrology 2018. Scientific lecture

Next Generation Value Chain for Earth Observation (NGVEO). Final report 2018. Report

eoTools user guide for processing of hyperspectral data 2018. Report

HyperBio final report 2018. Report

Automating archaeological object detection. Proof of concept – Arran survey , 2018. Report

Utvikling av operasjonell snøtjeneste hos NVE. Resultater fra prosjektfase 1. 2018. Report

Utvikling av operasjonell innsjøistjeneste hos NVE. Resultater fra prosjektfase 1. 2018. Report

Next Generation Value Chain for Earth Observation. Technical note: methodologies 2018. Report

Single- and multi-sensor snow-cover mapping from Sentinel-3 and Sentinel-1 2018. Report

Tree species classification with hyperspectral imaging and lidar Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing, pp. 1 4 , (ISSN 2158-6276 ), doi: https://doi.org/10.1109/WHISPERS.2016.8071665 , 2017. Scientific article

Remote sensing of snow wetness in Romania by Sentinel-1 and Terra MODIS data Romanian Journal of Physics, vol. 62, (ISSN 1221-146X ), , 2017. Scientific article

Arnt Børre Salberg; Øivind Due Trier; Michael C. Kampffmeyer; Large-Scale Mapping of Small Roads in Lidar Images Using Deep Convolutional Neural Networks pp. 193 204 , doi: https://doi.org/10.1007%2F978-3-319-59129-2_17 , 2017. Scientific chapter / article / conference article

Forest tree species classification from airborne hyperspectral and laser scanning data using deep learning 2017. Scientific lecture

Remote sensing of snow wetness using Sentinel: a multisensor approach 2017. Scientific lecture

A multi-sensor multi-temporal approach to retrieving snow surface wetness from a combination of Sentinel-1 and Sentinel-3 data 2017. Scientific lecture

Multi-sensor wet snow product (MWS) from Sentinel-1 and Sentinel-3 vs multi-sensor wet snow product (MWS) from Sentinel-1 and MODIS 2017. Scientific lecture

Towards a portfolio of products for snow surface characterisation based on Sentinel-3 2017. Scientific lecture

Developing an approach for satellite observations of black carbon in snow surfaces in the Arctic 2017. Scientific lecture

Sentinel4ThinIce Phase 1: Algorithm improvements, validation and intercomparison 2017. Report

Utvikling av operasjonell flomtjeneste ved NVE. Resultater fra prosjektfase nr. 1 2017. Report

Multi-sensor/multi-temporal prototype wet snow product – Version 2, SnowBall WP3, Deliverable D3.4 2017. Report

Utvikling av operasjonell flomtjeneste ved NVE, Resultater fra prosjektfase 2 2017. Report

Multi-sensor/multi-temporal prototype wet snow product – Version 3, SnowBall WP3, Deliverable D3.4, Sentinel-3 extension 2017. Report

Current achievements towards developing downstream services for snow monitoring in Romania 2016. Lecture

Multi-sensor fractional snow cover mapping by fusion of Sentinel-1 and Sentinel-3 data 2016. Poster

Single and multi-sensor snow wetness mapping by Sentinel-1 and Sentinel-3 data 2016. Poster

Calculation of mean forest vegetation height in Tanzania from Landsat time series and airborne laser scanning data 2016. Poster

Tree species classification in Norway from airborne hyperspectral and airborne laser scanning data 2016. Poster

Semi-automatic mapping of cultural heritage from airborne laser scanning using deep learning 2016. Scientific lecture

Single and multi-sensor snow wetness mapping by Sentinel-1 and Sentinel-3 data 2016. Scientific lecture

Single- and multi-sensor snow wetness mapping by Sentinel-1 and MODIS data 2016. Scientific lecture

Towards a national infrastructure for semi-automatic mapping of cultural heritage in Norway 2016. Scientific lecture

Semi-automatic detection of charcoal kilns from airborne laser scanning data 2016. Scientific lecture

Oil spill detection using optical and thermal remote sensing data 2016. Report

Remote sensing of black carbon in the Arctic. BlackCarbon main project, Phase 1, Deliverables 1, 2 and 3 2016. Report

Automatic multi-sensor forest vegetation height mapping methods for Tanzania 2016. Report

Tree species classification with airborne LiDAR and hyperspectral imaging. HyperBio Project Report 2016. 2016. Report

Evaluation of a new cloud masking method 2016. Report

Automatic mapping of forest roads 2016. Report

Application of remote sensing in cultural heritage management. CultSearcher project report 2015 , 2016. Report

Automatic mapping of forest density from airborne lidar data Geodezija ir Kartografija, vol. 41, pp. 49 65 , (ISSN 1392-1541 1648-3502 ), doi: https://doi.org/10.3846/20296991.2015.1051342 , 2015. Scientific article

Automatic detection of mound structures in airborne laser scanning data Journal of Archaeological Science: Reports, vol. 2, pp. 69 79 , (ISSN 2352-409X 2352-4103 ), doi: https://doi.org/10.1016/j.jasrep.2015.01.005 , 2015. Scientific article

Semi-automatic mapping of cultural heritage from airborne laser scanning data Sémata, vol. 27, pp. 159 186 , (ISSN 2255-5978 ), , 2015. Scientific article

Archaeological mapping of large forested areas, using semi-automatic detection and visual interpretation of high-resolution lidar data pp. 81 86 , 2015. Scientific chapter / article / conference article

Monitoring of snow properties with Sentinel-3 2015. Scientific lecture

Tree species classification with hyperspectral imaging and lidar. Some preliminary results 2015. Scientific lecture

Application of Remote Sensing in Cultural Heritage Management. Project report 2014 , 2015. Report

Utprøving av metoder for deteksjon av veier i laserdata – foreløpige resultater , 2015. Report

eoTools user guide for forest vegetation height estimation in Tanzania 2015. Report

Multi-sensor/multi-temporal prototype wet snow product – Version 1 2015. Report

Validated wet snow retrieval algorithms 2015. Report

Snow variable retrieval for snow avalanche risk assessment 2015. Report

Preparation of European snow, glacier and lake/river ice services within the Copernicus CryoLand project 2014. Scientific lecture

Evaluation and Quality assessment of GlobSnow-2 version 2 products 2014. Scientific lecture

A multi-parameter multi-temporal algorithm for inference of snow wetness from optical satellite data 2014. Scientific lecture

Semi-automatisk deteksjon av gravhauger i lidardata. Detaljert kartlegging av vikinggravfeltet på Vang, Oppdal , 2014. Scientific lecture

Monitoring deforestation and forest carbon stocks in Tanzania with satellite data 2014. Scientific lecture

Archaeological mapping of large forested areas, using semi-automatic detection and visual interpretation of high-resolution lidar data 2014. Scientific lecture

Thin ice thickness from MODIS: Improvement of algorithm and evaluation of product 2014. Report

Snow reference maps for SE product validation in mountain regions based on VHR data. Report on GlobSnow-2 Task 5.2.34 work 2014. Report

Application of Remote Sensing in Cultural Heritage Management.Project report 2013 , 2014. Report

Monitoring of changes in urban environments using satellite images 2014. Report

Study of the spectral variability of the surface reflectance from Landsat in Liwale using LiDAR reference maps 2014. Report

Grave mounds discovered by automatic heap detection method pp. 305 329 , , 2013. Scientific chapter / article / conference article

High resolving sea ice concentration, and thickness of thin sea ice 2013. Scientific lecture

High resolution snow validation maps 2013. Report

Determining bare-ground reflectance in mountain regions for fractional snow cover retrieval. Report on GlobSnow-2 Task 2.1.2 work 2013. Report

Time series of snow surface temperature and wetness observed with MODIS. Project report to Statkraft 2013. Report

Application of Remote Sensing in Cultural Heritage Management. Project report 2012 , 2013. Report

Improved model, algorithm and processing chain – deliverable D1 and D2 from the Thinice2 project 2013. Report

TEMPORAL ANALYSIS OF MULTISENSOR DATA FOR FOREST CHANGE DETECTION USING HIDDEN MARKOV MODELS IEEE Geoscience and Remote Sensing Letters, pp. 6749 6752 , (ISSN 1545-598X 1558-0571 ), 2012. Scientific article

Automatic detection of pit structures in airborne laser scanning data Archaeological Prospection, vol. 19, pp. 103 121 , (ISSN 1075-2196 1099-0763 ), doi: https://doi.org/10.1002/arp.1421 , 2012. Scientific article

Automatic estimation of lake ice cover and lake surface temperature using ENVISAT MERIS and AATSR Geophysical Research Abstracts, vol. 14, pp. 5306 5306 , (ISSN 1029-7006 1607-7962 ), , 2012. Abstract

Semi-automatic detection of burial mounds in forested areas pp. 113 124 , , 2012. Scientific chapter / article / conference article

Operational Traffic Monitoring Using Very High Resolution Satellite Imagery pp. 608 617 , doi: https://doi.org/10.1080/01431161.2013.782708 , 2012. Scientific chapter / article / conference article

TEMPORAL ANALYSIS OF MULTISENSOR DATA FOR FOREST CHANGE DETECTION USING HIDDEN MARKOV MODELS pp. 6749 6752 , doi: https://doi.org/10.1109/igarss.2012.6352556 , 2012. Scientific chapter / article / conference article

Semi-automatic detection of cultural heritage in lidar data pp. 123 128 , , 2012. Scientific chapter / article / conference article

Object-based cloud and cloud shadow detection in Landsat images for tropical forest monitoring pp. 326 331 , , 2012. Scientific chapter / article / conference article

GEO FCT Product Development Team report, Tanzania 2012. Scientific lecture

Automatic estimation of seasonal sea ice thickness with MODIS data 2012. Scientific lecture

Automatic estimation of lake ice cover and lake surface temperature using ENVISAT MERIS and AATSR 2012. Scientific lecture

Cloud and cloud shadow detection in Landsat images for monitoring tropical forests in Tanzania 2012. Report

Evaluation of FLAASH atmospheric correction , 2012. Report

Application of remote sensing in cultural heritage management – Project report 2011 , 2012. Report

Øivind Due Trier; Cato Guhnfeldt; Datamaskin fant 16 gravhauger , 2012. Media interview

Temporal analysis of forest cover using hidden Markov models pp. 2322 2325 , doi: https://doi.org/10.1109/igarss.2011.6049674 , 2011. Scientific chapter / article / conference article

Time-series analysis of satellite images for forest cover change monitoring in Tanzania 2011. Scientific lecture

Automatic detection of ancient iron production sites and hunting systems in lidar data 2011. Scientific lecture

Time-series analysis of satellite images for forest cover change monitoring in Tanzania 2011. Scientific lecture

Retrieval of thin sea ice thickness from thermal optical data , 2011. Report

Field measurements of black carbon in Svalbard in 2011. PRODEX Black Carbon project report 2011. Report

LEDAPS atmospheric correction production line. User guide 2011. Report

Evaluation of the Landsat surface reflectance estimated by LEDAPS 2011. Report

Radarsat-2 oil spill detection. Performance study 2010 2011. Report

Application of remote sensing in management of cultural heritage. Project Report 2010 2011. Report

Validation of a semi-automatic classification approach for urban green structure ISPRS Journal of Photogrammetry and Remote Sensing (P&RS), vol. 38, pp. 596 601 , (ISSN 0924-2716 1872-8235 ), , 2010. Scientific article

Kartlegging av urban grønnstruktur med satellittdata Kart og Plan, vol. 70, årg. 103, pp. 238 253 , (ISSN 0047-3278 2535-6003 ), , 2010. Scientific article

Retrieving black carbon on snow and ice surfaces in the arctic , 2010. Scientific chapter / article / conference article

Remote sensing of black carbon at snow and glacier ice surfaces - first results of a modelling approach , 2010. Scientific lecture

Deteksjon av gravminner fra høyoppløselige satellittbilder. Deteksjon av fangstgroper fra lidarbilder , 2010. Scientific lecture

Experiments on Landsat scene 227-062 in Brazil , 2010. Scientific lecture

Urban green structure. State of the art of classification methodology , 2010. Report

Field measurements of black carbon in Svalbard in 2009 – PRODEX Black Carbon project report 2010. Report

Measuring and modelling black carbon in Svalbard - PRODEX Black Carbon project progress report 2009 2010. Report

Measuring and modelling black carbon in Svalbard - Final results from the PRODEX Black Carbon pilot project 2010. Report

SatHavOlje 2009. Processing chain for Radarsat-2 HH. Confidence improvements for Envisat ASAR VV 2010. Report

Application of satellite data in management of cultural heritage. Project Report 2009 , 2010. Report

Automatic Detection of Circular Structures in High-resolution Satellite Images of Agricultural Land Archaeological Prospection, vol. 16, pp. 1 15 , (ISSN 1075-2196 1099-0763 ), doi: https://doi.org/10.1002/arp.339 , 2009. Scientific article

Near real-time automatic oil spill detection in SAR images , 2009. Scientific lecture

Remote Sensing of Black Carbon in the Arctic , 2009. Scientific lecture

Presentation of Section for Earth Observation, Institute Presentations for Students from the University of Oslo and Norwegian University of Life Sciences 2009. Lecture

Urban green structure. Validation of automatic classification , 2009. Report

SatHavOlje. Improvements during the 2008 project 2009. Report

Application of satellite data in management of cultural heritage. Project Report 2008 , 2009. Report

Ring grave detection in high resolution satellite images of agricultural land , 2008. Scientific lecture

Detection of burial mounds in high-resolution satellite images of agricultural land , 2008. Scientific lecture

Deteksjon av ringformede fotgrøfter i høyoppløselige satellittbilder av jordbruksområder , 2008. Scientific lecture

Detection of ring shaped structures in agricultural land using high resolution satellite images , 2008. Scientific lecture

Detection of circular patterns in high-resolution satellite images of agricultural land with CultSearcher , 2008. Report

CultSearcher – Software Guide, version 2. Computer-assisted detection of potential cultural heritage sites , 2008. Report

Tropical Forest: Background information for earth observation research scientists , 2008. Report