Publication profile
Publication profile
Øivind Due Trier
Name:
Øivind Due Trier
Title:
Seniorforsker / Senior Research Scientist
Phone:
(+47) +47 22 85 26 98
Email:
trier [at] nr [dot] no
Scientific areas:
Remote sensing, Pattern recognition, Image analysis, Vegetation monitoring, Cultural heritage mapping, Oil spill detection, Monitoring of snow and ice

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Academic article
2022
Forest mapping and monitoring in Africa using Sentinel-2 data and deep learning. International Journal of Applied Earth Observation and Geoinformation (ISSN 1569-8432). 111 pp 1-13. doi: 10.1016/j.jag.2022.102840. 2022.
. Detection of forest roads in Sentinel-2 images using U-Net. Proceedings of the Northern Lights Deep Learning Workshop. 3 doi: 10.7557/18.6246. 2022. Fulltekst
. 2021
Automated mapping of cultural heritage in Norway from airborne lidar data using faster R-CNN. International Journal of Applied Earth Observation and Geoinformation (ISSN 1569-8432). 95 pp 1-19. doi: 10.1016/j.jag.2020.102241. 2021.
. 2020
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 (ISSN 1569-8432). 89 doi: 10.1016/j.jag.2020.102109. 2020.
. 2018
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 (ISSN 1075-2196). 26(2) pp 165-175. doi: 10.1002/arp.1731. 2018. Fulltekst
. Tree species classification in Norway from airborne hyperspectral and airborne laser scanning data. European Journal of Remote Sensing (ISSN 2279-7254). 51(1) pp 336-351. doi: 10.1080/22797254.2018.1434424. 2018. Fulltekst
. Multi-sensor forest vegetation height mapping methods for Tanzania. European Journal of Remote Sensing (ISSN 2279-7254). 51(1) pp 587-606. doi: 10.1080/22797254.2018.1461533. 2018. Fulltekst
. 2017
Tree species classification with hyperspectral imaging and lidar. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing (ISSN 2158-6276). pp 1-4. doi: 10.1109/WHISPERS.2016.8071665. 2017. Fulltekst
. Remote sensing of snow wetness in Romania by Sentinel-1 and Terra MODIS data. Romanian Journal of Physics (ISSN 1221-146X). 62(821) 2017. Omtale Fulltekst
. 2015
Semi-automatic mapping of cultural heritage from airborne laser scanning data. Sémata (ISSN 2255-5978). 27 pp 159-186. 2015. Fulltekst Sammendrag
. Automatic detection of mound structures in airborne laser scanning data. Journal of Archaeological Science: Reports (ISSN 2352-409X). 2 pp 69-79. doi: 10.1016/j.jasrep.2015.01.005. 2015. Fulltekst
. Automatic mapping of forest density from airborne lidar data. Geodezija ir Kartografija (ISSN 1392-1541). 41(2) pp 49-65. doi: 10.3846/20296991.2015.1051342. 2015. Fulltekst Sammendrag
. 2012
TEMPORAL ANALYSIS OF MULTISENSOR DATA FOR FOREST CHANGE DETECTION USING HIDDEN MARKOV MODELS. IEEE Geoscience and Remote Sensing Letters (ISSN 1545-598X). pp 6749-6752. 2012.
. Automatic detection of pit structures in airborne laser scanning data. Archaeological Prospection (ISSN 1075-2196). 19(2) pp 103-121. doi: 10.1002/arp.1421. 2012.
. 2010
Kartlegging av urban grønnstruktur med satellittdata. Kart og Plan (ISSN 0047-3278). 70, årg. 103(4) pp 238-253. 2010. Fulltekst Fulltekst
. Validation of a semi-automatic classification approach for urban green structure. ISPRS Journal of Photogrammetry and Remote Sensing (P&RS) (ISSN 0924-2716). 38(7B) pp 596-601. 2010. Fulltekst
. 2009
Automatic Detection of Circular Structures in High-resolution Satellite Images of Agricultural Land. Archaeological Prospection (ISSN 1075-2196). 16(1) pp 1-15. doi: 10.1002/arp.339. 2009. Fulltekst
. Academic chapter/article/Conference paper
2021
Detection of cultural heritage in airborne laser scanning data using Faster R-CNN. Results on Norwegian data. In: Monumental Computations: Digital Archaeology of Large Urban and Underground Infrastructures. Proceedings of the 24th International Conference on Cultural Heritage and New Technologies. (ISBN 978-3-948465-98-8). pp 227-238. doi: 10.11588/propylaeum.747.c11786. 2021. Fulltekst
. 2020
Large-Scale Vegetation Height Mapping from Sentinel Data Using Deep Learning. In: IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium. Proceedings. (ISBN 9781728163741). doi: 10.1109/IGARSS39084.2020.9323815. 2020. Arkiv
. 2018
Semi-automatic mapping of charcoal kilns from airborne laser scanning data using deep learning. In: Oceans of data. Proceedings of the 44th Annual Conference on Computer Applications and Quantitative Methods in Archaeology. (ISBN 9781784917302). pp 219-231. 2018. Fulltekst
. Towards a national infrastructure for semi-automatic mapping of cultural heritage in Norway. In: Oceans of data. Proceedings of the 44th Annual Conference on Computer Applications and Quantitative Methods in Archaeology. (ISBN 9781784917302). pp 159-172. 2018. Fulltekst
. 2017
Large-Scale Mapping of Small Roads in Lidar Images Using Deep Convolutional Neural Networks. In: Image Analysis 20th Scandinavian Conference, SCIA 2017 Tromsø, Norway, June 12–14, 2017 Proceedings, Part II. (ISBN 978-3-319-59128-5). pp 193-204. doi: 10.1007%2F978-3-319-59129-2_17. 2017.
. 2015
Archaeological mapping of large forested areas, using semi-automatic detection and visual interpretation of high-resolution lidar data. In: CAA2014. 21st Century Archaeology. Concepts, methods and tools. Proceedings of the 42nd Annual Conference on Computer Applications and Quantitative Methods in Archaeology. (ISBN 9781784911003). pp 81-86. 2015.
. 2013
Grave mounds discovered by automatic heap detection method. In: Earth Observation: a window on the past. Proceedings of the 4th EARSeL Workshop on Remote Sensing for Cultural Heritage, 6-7 June 2013, Matera, Italy. (ISBN 978-8-88-969325 4). pp 305-329. 2013. Fulltekst
. 2012
Operational Traffic Monitoring Using Very High Resolution Satellite Imagery. In: Proceedings of the 32nd EARSeL Symposium, Advances in Geosciences, Mykonos Island, Greece, 21 May - 24 May 2012. (ISBN 978-960-88490-3-7). pp 608-617. doi: 10.1080/01431161.2013.782708. 2012. Fulltekst
. Semi-automatic detection of burial mounds in forested areas. In: Proceedings of the 32nd EARSeL Symposium, Advances in Geosciences, Mykonos Island, Greece, 21 May - 24 May 2012. (ISBN 978-960-88490-3-7). pp 113-124. 2012. Fulltekst
. Object-based cloud and cloud shadow detection in Landsat images for tropical forest monitoring. In: Proceedings of the 4th GEOBIA. Conference on geographic object-based image analysis. 7-9 May 2012, Rio de Janeiro, Brazil. (ISBN 978-85-17-00059-1). pp 326-331. 2012. Fulltekst
. Semi-automatic detection of cultural heritage in lidar data. In: Proceedings of the 4th GEOBIA. Conference on geographic object-based image analysis. 7-9 May 2012, Rio de Janeiro, Brazil. (ISBN 978-85-17-00059-1). pp 123-128. 2012. Fulltekst
. TEMPORAL ANALYSIS OF MULTISENSOR DATA FOR FOREST CHANGE DETECTION USING HIDDEN MARKOV MODELS. In: Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International. (ISBN 978-1-4673-1160-1). pp 6749-6752. doi: 10.1109/igarss.2012.6352556. 2012. Fulltekst
. 2011
Temporal analysis of forest cover using hidden Markov models. In: Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International. (ISBN 978-1-4577-1005-6). pp 2322-2325. doi: 10.1109/igarss.2011.6049674. 2011. Fulltekst
. 2010
Retrieving black carbon on snow and ice surfaces in the arctic. In: Proceedings of ESA Living Planet Symposium SP-686. (ISBN 9789292212506). 2010. Fulltekst
. Academic lecture
2022
Automated mapping of cultural heritage in Norway from airborne lidar data using Faster R-CNN. Northern Lights Deep Learning Conference 2022; Tromsø, 1/10/2022 - 1/12/2022.
. Detection of nature interventions in Sentinel-2 images of Norway using U-Net. 41st EARSeL Symposium; Pafos, Kypros, 9/13/2022 - 9/16/2022.
. Automated mapping of cultural heritage in Norway from airborne laser scanning data using Faster R-CNN. 41st EARSeL Symposium; Pafos, Kypros, 9/13/2022 - 9/16/2022.
. Detection of forest roads in Sentinel-2 images using U-Net. Northern Lights Deep Learning Conference 2022; Tromsø, 1/10/2022 - 1/12/2022.
. 2021
Presentasjon fra prosjektet om inngrepsfri natur og deteksjon av kulturminner. Tilsyn og ny teknologi; Oslo, 11/5/2021.
. Automated building detection with Mask R-CNN from combined hyperspectral and lidar data. 11th Workshop on Hyperspectral Image and Signal Processing (WHISPERS); Amsterdam, Nederland, 3/24/2021 - 3/26/2021.
. 2020
Deteksjon av veier med Sentinel. Fjernmåling av endringer i inngrepsfri natur. Møte i faggruppe satellittdata; Hønefoss, 9/7/2020.
. SEN4POL – Towards a Sentinel-based pollen information service. Faggruppe satellittdata workshop; Online, 9/7/2020.
. Remote Sensing of Snow Properties with Sentinel-3 versus MODIS. 9th EARSeL workshop on Land Ice and Snow; Bern, 2/3/2020 - 2/5/2020.
. Deteksjon av veier i Sentinel-2 med U-Net. Fjernmåling av endringer i inngrepsfri natur. Fjernmålingsseminaret: presentasjon av Mdir 2020-prosjektene; Trondheim, 12/8/2020.
. SEN4POL – Towards a Sentinel-based pollen information service. Copernicus Day of the Norwegian Space Agency; Online, 10/22/2020 - 10/22/2020 1:00:00 AM.
. 2019
Remote sensing of snow properties with Sentinel-3. Nordic Remote Sensing Conference; Århus, 9/17/2019 - 9/19/2019.
. Monitoring lake ice cover with Sentinel-3. ESA Living Planet Symposium; Milano, 5/13/2019 - 5/17/2019.
. Detection of cultural heritage in airborne laser scanning data using Faster RCNN. Results on Norwegian data. International Conference on Cultural Heritage and New Technologies; Wien, 11/4/2019 - 11/6/2019.
. Automated detection of grave mounds, deer hunting systems and charcoal burning platforms from airborne lidar data using faster-RCNN. Machine Learning in Archaeology Conference; Roma, 11/7/2019 - 11/8/2019.
. Automated mapping of cultural heritage in Norway from airborne lidar data using faster-RCNN. Nordic Remote Sensing Conference; Århus, 9/17/2019 - 9/19/2019.
. 2018
A portfolio of snow products based on Sentinel-3 for snow hydrology. SnowHydro – International Conference on Snow Hydrology; Heidelberg, 2/12/2018 - 2/15/2018.
. Semi-automatic mapping of cultural heritage in Arran, Scotland, using deep neural networks on airborne laser scanning data. 46th Computer Applications and Quantitative Methods in Archaeology Conference (CAA 2018); Tübingen, 3/20/2018 - 3/22/2018.
. 2017
Remote sensing of snow wetness using Sentinel: a multisensor approach. IGS International Symposium on Polar Ice, Polar Climate, Polar Change; Boulder, CO, 8/14/2017 - 8/19/2017.
. Multi-sensor wet snow product (MWS) from Sentinel-1 and Sentinel-3 vs multi-sensor wet snow product (MWS) from Sentinel-1 and MODIS. 19th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing; Timisoara, 9/21/2017 - 9/24/2017.
. Towards a portfolio of products for snow surface characterisation based on Sentinel-3. Workshop on Modeling Meltwater in Snow and Firn: Processes, Validation, Intercomparison and Model Uses of Optical Remotely Sensed Data; Copenhagen, 9/20/2017 - 9/22/2017.
. Developing an approach for satellite observations of black carbon in snow surfaces in the Arctic. International Conference on High Latitude Dust 2017; Reykjavik, 5/20/2017 - 5/25/2017.
. A multi-sensor multi-temporal approach to retrieving snow surface wetness from a combination of Sentinel-1 and Sentinel-3 data. 8th EARSeL workshop on Land Ice and Snow; Bern, 2/7/2017 - 2/9/2017.
. Forest tree species classification from airborne hyperspectral and laser scanning data using deep learning. 10th EARSeL SIG Imaging Spectroscopy Workshop; Zürich, 4/19/2017 - 4/21/2017.
. 2016
Single and multi-sensor snow wetness mapping by Sentinel-1 and Sentinel-3 data. The 18th International Symposium on Symbolic and Numerical Algorithms for Scientific Computing, Geoinformatics Workshop; Timisoara, 9/24/2016 - 9/27/2016.
. Single- and multi-sensor snow wetness mapping by Sentinel-1 and MODIS data. 73rd Eastern Snow Conference; Columbus, Ohio, 6/14/2016 - 6/16/2016.
. Semi-automatic detection of charcoal kilns from airborne laser scanning data. 44th Computer Applications and Quantitative Methods in Archaeology Conference (CAA 2016); Oslo, 3/29/2016 - 4/2/2016. Sammendrag
. Towards a national infrastructure for semi-automatic mapping of cultural heritage in Norway. 44th Computer Applications and Quantitative Methods in Archaeology Conference (CAA 2016); Oslo, 3/29/2016 - 4/2/2016. Sammendrag
. Semi-automatic mapping of cultural heritage from airborne laser scanning using deep learning. EGU General Assembly 2016; Wien, 4/17/2016 - 4/22/2016. Sammendrag
. 2015
Monitoring of snow properties with Sentinel-3. ESA Sentinel-3 for Science Workshop; Venezia, 6/2/2015 - 6/5/2015.
. Tree species classification with hyperspectral imaging and lidar. Some preliminary results. Workshop on hyperspectral imaging and lidar for forest classification; Lysaker, 11/30/2015.
. 2014
A multi-parameter multi-temporal algorithm for inference of snow wetness from optical satellite data. Workshop: Liquid water in snow - Measurement techniques and modeling approaches; Davos, 4/2/2014 - 4/4/2014.
. Preparation of European snow, glacier and lake/river ice services within the Copernicus CryoLand project. 7th EARSeL Workshop on Land Ice and Snow; Bern, 2/3/2014 - 2/6/2014.
. Evaluation and Quality assessment of GlobSnow-2 version 2 products. 7th EARSeL Workshop on Land Ice and Snow; Bern, 2/3/2014 - 2/6/2014.
. Semi-automatisk deteksjon av gravhauger i lidardata. Detaljert kartlegging av vikinggravfeltet på Vang, Oppdal. CAA-Norge; Oslo, 10/13/2014 - 10/14/2014. Fulltekst
. Archaeological mapping of large forested areas, using semi-automatic detection and visual interpretation of high-resolution lidar data. 42th Annual Conference on Computer Applications and Quantitative Methods in Archaeology (CAA 2014); Paris, 4/22/2014 - 4/25/2014.
. Monitoring deforestation and forest carbon stocks in Tanzania with satellite data. CCIAM; Morogoro, 4/1/2014 - 4/3/2014.
. 2013
High resolving sea ice concentration, and thickness of thin sea ice. Joint PI Workshop of Global Environment Observation Mission 2012; Tokyo, 1/29/2013 - 2/1/2013.
. 2012
Automatic estimation of lake ice cover and lake surface temperature using ENVISAT MERIS and AATSR. EGU Assembly; Wien, 4/23/2012 - 4/27/2012.
. Automatic estimation of seasonal sea ice thickness with MODIS data. IGS International symposium of seasonal snow and ice; Lahti, 5/28/2012 - 6/1/2012.
. GEO FCT Product Development Team report, Tanzania. GEO-FCT Science & Data Summit #3; Arusha, 2/6/2012 - 2/10/2012.
. 2011
Time-series analysis of satellite images for forest cover change monitoring in Tanzania. 1st EARSeL Workshop on Operational Remote Sensing in Forest Management; Praha, 6/2/2011 - 6/3/2011.
. Automatic detection of ancient iron production sites and hunting systems in lidar data. AARG-EARSeL Joint Conference; Poznan, 9/21/2011 - 9/24/2011.
. Time-series analysis of satellite images for forest cover change monitoring in Tanzania. Nordic Remote Sensing Days; Tromsø, 8/30/2011 - 8/31/2011.
. 2010
Deteksjon av gravminner fra høyoppløselige satellittbilder. Deteksjon av fangstgroper fra lidarbilder. 3. norske CAA-konferansen, Oslo, Norge, 10/18/2010. Fulltekst
. Remote sensing of black carbon at snow and glacier ice surfaces - first results of a modelling approach. International workshop on Black Carbon in snow - sampling, albedo effects and climate impact, 13-14, 2/1/2010. Fulltekst
. Experiments on Landsat scene 227-062 in Brazil. GEO Forest carbon tracking task, science and data summit, Woods Hole, Fallmouth, MA, USA, 11-12 May, 5/11/2010. Fulltekst
. 2009
Remote Sensing of Black Carbon in the Arctic. 33rd International Symposium on Remote Sensing of Environment (ISRSE-33), 4-8 May 2009, Stresa, Ital, 5/4/2009. Fulltekst
. Near real-time automatic oil spill detection in SAR images. 33rd International Symposium on Remote Sensing of Environment, 5/7/2009. Fulltekst
. 2008
Detection of ring shaped structures in agricultural land using high resolution satellite images. GEOBIA, 2008 - Pixels, Objects, Intelligence: GEOgraphic Object Based Image Analysis for the 21st Century, 8/5/2008 - 8/8/2008. Fulltekst
. Deteksjon av ringformede fotgrøfter i høyoppløselige satellittbilder av jordbruksområder. CAA Norge konferansen 2008, 10/21/2008. Fulltekst
. Detection of burial mounds in high-resolution satellite images of agricultural land. 1st International EARSeL Workshop on Advances in Remote Sensing for Archaeology and Cultural Heritag, 9/30/2008. Fulltekst
. Ring grave detection in high resolution satellite images of agricultural land. NOBIM-konferansen 2008 i Trondheim, 6/5/2008. Fulltekst
. Abstract
2012
Automatic estimation of lake ice cover and lake surface temperature using ENVISAT MERIS and AATSR. Geophysical Research Abstracts. 14(1) pp 5306. 2012. Fulltekst
. Lecture
2021
Towards automated urban map revision using deep neural networks on airborne lidar and hyperspectral data. EARSeL Joint Workshop Urban Remote Sensing; Liege, Belgia, 3/30/2021 - 4/1/2021.
. 2019
Klassifikasjon og deteksjon ved bruk av kunstig intelligens. Geodesi- og hydrografidagene 2019; Sundvollen, Hole, Buskerud, 11/27/2019 - 11/28/2019.
. 2016
Current achievements towards developing downstream services for snow monitoring in Romania. 5th COPERNICUS Conference for the Eastern European Copernicus users and service providers; Bucuresti, 10/5/2016 - 10/6/2016.
. Poster
2019
Monitoring Thin Sea Ice Thickness with Sentinel-3. IGS International Symposium on Sea Ice at the Interface; Winnipeg, 8/19/2019 - 8/23/2019.
. Mapping snow surface hoar by optical remote sensing. International Symposium on Mitigative Measures against Snow Avalanches and Other Rapid Gravity Mass Flows; Siglufjörður, 4/3/2019 - 4/5/2019.
. 2016
Calculation of mean forest vegetation height in Tanzania from Landsat time series and airborne laser scanning data. 3rd EARSeL SIG on Forestry Workshop; Krakow, 9/15/2016 - 9/16/2016. Sammendrag
. Tree species classification in Norway from airborne hyperspectral and airborne laser scanning data. 3rd EARSeL SIG on Forestry Workshop; Krakow, 9/15/2016 - 9/16/2016. Sammendrag
. Single and multi-sensor snow wetness mapping by Sentinel-1 and Sentinel-3 data. ESA Living Planet Symposium; Prague, 5/9/2016 - 5/13/2016.
. Multi-sensor fractional snow cover mapping by fusion of Sentinel-1 and Sentinel-3 data. ESA Living Planet Symposium; Prague, 5/9/2016 - 5/13/2016.
. Report
2022
Sentinel for snow surface hoar mapping. Sentinel4SurfaceHoar project results. Norsk Regnesentral. NR-notat SAMBA/04/22. pp 72. 2022.
. Driftspilot naturinngrep. Metodeforbedringer i 2022. Norsk Regnesentral. NR-notat SAMBA/45/22. pp 403. 2022.
. 2021
Bygningsdeteksjon. Utprøving av to nevrale nettverk. Norsk Regnesentral. NR-notat SAMBA/22/21. pp 30. 2021.
. Utvikling av operasjonell snøtjeneste ved NVE. Resultater fra prosjektfase 3. Norsk Regnesentral. NR-notat SAMBA/37/21. pp 62. 2021.
. Final report. AI4Arctic Deliverable 6. Norsk Regnesentral. NR-notat SAMBA/19/21. pp 78. 2021.
. Bygningsdeteksjon i 8 cm flybilder. Norsk Regnesentral. NR-notat SAMBA/55/21. pp 38. 2021.
. Automatisk skydeteksjon i Sentinel-3 SLSTR satellittbilder med U-Net. Første resultater. Norsk Regnesentral. NR-notat SAMBA/26/21. pp 146. 2021.
. Driftspilot naturinngrep. Norsk Regnesentral. NR-notat SAMBA/40/21. pp 84. 2021.
. 2020
Dataset and data policy. AI4Arctic Deliverable 3. Norsk Regnesentral. NR-notat SAMBA/32/20. pp 44. 2020.
. Multi-sensor multi-temporal FSC 2017-2020 dataset. S4S multi-FSC prototype products to EDI, Version 2.0. Norsk Regnesentral. NR-notat SAMBA/24/20. pp 30. 2020.
. Sentinel4ThinIce Phase 2 WP8: Diagnosis and correction of possible underestimated ice thickness. Sentinel4ThinIce project report 2020. Norsk Regnesentral. NR-notat SAMBA/15/20. pp 24. 2020.
. Stedsbasert risiko for vannskader - fase 1: Vurdering av topografiske indekser. Norsk Regnesentral. NR-notat SAMBA/48/20. pp 34. 2020.
. Kildekode for automatisert kartlegging. FKB maskinlæring. Norsk Regnesentral. NR-notat SAMBA/28/20. pp 41. 2020.
. Automatisering av kartlegging. Status metodeutvikling, fase 1 i prosjektet. Norsk Regnesentral. NR-notat SAMBA/09/20. pp 114. 2020.
. Deteksjon av skogsveger. Kartlegging av naturinngrep – fase 2. Norsk Regnesentral. NR-notat SAMBA/45/20. pp 43. 2020.
. Kartlegging av naturinngrep. Sluttrapport. Norsk Regnesentral. NR-notat SAMBA/10/2020. pp 233. 2020.
. 2019
Utvikling av operasjonell snøtjeneste ved NVE. Resultater fra prosjektfase 2. Norsk Regnesentral. NR-notat SAMBA/52/2019. pp 50. 2019.
. Utvikling av operasjonell innsjøistjeneste hos NVE: Resultater fra prosjektfase 2. Norsk Regnesentral. NR-notat SAMBA/45/19. pp 56. 2019.
. Sentinel4ThinIce Phase 2. Thin ice thickness retrieval with Sentinel-3. Norsk Regnesentral. NR-notat SAMBA/53/19. pp 27. 2019.
. SEN4POL Phase-1: Final Scientific Report. Norsk institutt for luftforskning. pp 40. 2019.
. Automated detection of cultural heritage in airborne lidar data. CultSearcher operationalisation. Norsk Regnesentral. NR-notat SAMBA/50/19. pp 157. 2019.
. Sen4Pol Phase 1. NDVI-based method for daily birch pollen prediction from Sentinel-3. Norsk Regnesentral. NR-notat SAMBA/44/19. pp 80. 2019.
. CultSearcher user guide. Version 1.0. Norsk Regnesentral. NR-notat SAMBA/13/19. pp 28. 2019.
. NGVEO project notes. Atmospheric correction of Sentinel-2 data. Norsk Regnesentral. NR-notat SAMBA/04/19. pp 60. 2019.
. Kartlegging av naturinngrep. Foreløpig rapport. Norsk Regnesentral. NR-notat SAMBA/46/19. pp 27. 2019.
. 2018
Utvikling av operasjonell snøtjeneste hos NVE. Resultater fra prosjektfase 1. Norsk Regnesentral. NR-notat SAMBA/19/18. pp 46. 2018.
. Automating archaeological object detection. Proof of concept – Arran survey. Norsk Regnesentral. NR-notat SAMBA/08/18. pp 34. 2018. Fulltekst
. Next Generation Value Chain for Earth Observation. Technical note: methodologies. Norsk Regnesentral. NR-notat SAMBA/36/18. pp 41. 2018.
. Next Generation Value Chain for Earth Observation (NGVEO). Final report. Norsk Regnesentral. NR-notat SAMBA/37/18. pp 25. 2018.
. Single- and multi-sensor snow-cover mapping from Sentinel-3 and Sentinel-1. Norsk Regnesentral. NR-notat SAMBA/43/18. pp 60. 2018.
. Utvikling av operasjonell innsjøistjeneste hos NVE. Resultater fra prosjektfase 1. Norsk Regnesentral. NR-notat SAMBA/20/18. pp 37. 2018.
. eoTools user guide for processing of hyperspectral data. Norsk Regnesentral. NR-notat SAMBA/49/18. pp 46. 2018.
. HyperBio final report. Norsk Regnesentral. NR-notat SAMBA/48/18. pp 20. 2018.
. 2017
Utvikling av operasjonell flomtjeneste ved NVE. Resultater fra prosjektfase nr. 1. Norsk Regnesentral. NR-notat SAMBA/07/2017. pp 34. 2017.
. Utvikling av operasjonell flomtjeneste ved NVE, Resultater fra prosjektfase 2. Norsk Regnesentral. NR-notat SAMBA/37/2017. pp 28. 2017.
. Multi-sensor/multi-temporal prototype wet snow product – Version 3, SnowBall WP3, Deliverable D3.4, Sentinel-3 extension. Norsk Regnesentral. NR-notat SAMBA/16/2017. pp 112. 2017.
. Multi-sensor/multi-temporal prototype wet snow product – Version 2, SnowBall WP3, Deliverable D3.4. Norsk Regnesentral. NR-notat SAMBA/15/2017. pp 34. 2017.
. Sentinel4ThinIce Phase 1: Algorithm improvements, validation and intercomparison. Norsk Regnesentral. NR-notat SAMBA/34/2017. pp 30. 2017.
. 2016
Tree species classification with airborne LiDAR and hyperspectral imaging. HyperBio Project Report 2016. Norsk Regnesentral. NR-notat SAMBA/60/16. pp 35. 2016.
. Automatic multi-sensor forest vegetation height mapping methods for Tanzania. Norsk Regnesentral. NR-notat SAMBA/04/16. pp 44. 2016.
. Oil spill detection using optical and thermal remote sensing data. Norsk Regnesentral. NR-notat SAMBA/55/16. pp 34. 2016.
. Remote sensing of black carbon in the Arctic. BlackCarbon main project, Phase 1, Deliverables 1, 2 and 3. Norsk Regnesentral. NR-notat SAMBA/56/16. pp 122. 2016.
. Automatic mapping of forest roads. Norsk Regnesentral. NR-notat SAMBA/41/16. pp 36. 2016.
. Application of remote sensing in cultural heritage management. CultSearcher project report 2015. Norsk Regnesentral. NR-notat SAMBA/08/16. pp 195. 2016. Fulltekst
. Evaluation of a new cloud masking method. Norsk Regnesentral. NR-notat SAMBA/02/16. pp 22. 2016.
. 2015
Snow variable retrieval for snow avalanche risk assessment. Norsk Regnesentral. NR-notat SAMBA/46/15. pp 85. 2015.
. Multi-sensor/multi-temporal prototype wet snow product – Version 1. Norsk Regnesentral. NR-notat SAMBA/48/15. pp 48. 2015.
. Validated wet snow retrieval algorithms. Norsk Regnesentral. NR-notat SAMBA/47/15. pp 92. 2015.
. eoTools user guide for forest vegetation height estimation in Tanzania. Norsk Regnesentral. NR-notat SAMBA/49/15. pp 18. 2015.
. Application of Remote Sensing in Cultural Heritage Management. Project report 2014. Norsk Regnesentral. NR-notat SAMBA/07/15. pp 64. 2015. Fulltekst
. Utprøving av metoder for deteksjon av veier i laserdata – foreløpige resultater. Norsk Regnesentral. NR-notat SAMBA/09/15. pp 24. 2015. Fulltekst
. 2014
Thin ice thickness from MODIS: Improvement of algorithm and evaluation of product. Norsk Regnesentral. NR-notat SAMBA/21/14. pp 90. 2014.
. Snow reference maps for SE product validation in mountain regions based on VHR data. Report on GlobSnow-2 Task 5.2.34 work. Norsk Regnesentral. NR-notat SAMBA/06/14. pp 29. 2014.
. Application of Remote Sensing in Cultural Heritage Management.Project report 2013. Norsk Regnesentral. NR-notat SAMBA/04/14. pp 119. 2014. Fulltekst
. Study of the spectral variability of the surface reflectance from Landsat in Liwale using LiDAR reference maps. Norsk Regnesentral. NR-notat SAMBA/52/14. pp 23. 2014.
. Monitoring of changes in urban environments using satellite images. Norsk Regnesentral. NR-notat SAMBA/44/14. pp 68. 2014.
. 2013
Application of Remote Sensing in Cultural Heritage Management. Project report 2012. Norsk Regnesentral. NR-notat SAMBA/09/13. pp 108. 2013. Fulltekst
. Determining bare-ground reflectance in mountain regions for fractional snow cover retrieval. Report on GlobSnow-2 Task 2.1.2 work. Norsk Regnesentral. NR-notat SAMBA/18/13. pp 20. 2013.
. Improved model, algorithm and processing chain – deliverable D1 and D2 from the Thinice2 project. Norsk Regnesentral. NR-notat SAMBA/56/13. pp 22. 2013.
. Time series of snow surface temperature and wetness observed with MODIS. Project report to Statkraft. Norsk Regnesentral. NR-notat SAMBA/53/13. pp 69. 2013.
. High resolution snow validation maps. Norsk Regnesentral. NR-notat SAMBA/25/13. pp 44. 2013.
. 2012
Evaluation of FLAASH atmospheric correction. Norsk Regnesentral. NR-notat SAMBA/10/12. pp 24. 2012. Fulltekst
. Cloud and cloud shadow detection in Landsat images for monitoring tropical forests in Tanzania. Norsk Regnesentral. NR-notat SAMBA/06/12. pp 158. 2012.
. Application of remote sensing in cultural heritage management – Project report 2011. Norsk Regnesentral. NR-notat SAMBA/09/12. pp 69. 2012. Fulltekst Arkiv
. 2011
LEDAPS atmospheric correction production line. User guide. Norsk Regnesentral. NR-notat SAMBA/39/11. pp 20. 2011.
. Radarsat-2 oil spill detection. Performance study 2010. Norsk Regnesentral. NR-notat SAMBA/47/11. pp 19. 2011.
. Field measurements of black carbon in Svalbard in 2011. PRODEX Black Carbon project report. Norsk Regnesentral. NR-notat SAMBA/42/11. pp 35. 2011.
. Application of remote sensing in management of cultural heritage. Project Report 2010. Norsk Regnesentral. NR-notat SAMBA/11/11. pp 139. 2011.
. Evaluation of the Landsat surface reflectance estimated by LEDAPS. Norsk Regnesentral. NR-notat SAMBA/37/11. pp 42. 2011.
. Retrieval of thin sea ice thickness from thermal optical data. Norsk Regnesentral. NR-notat SAMBA/27/11. pp 50. 2011. Fulltekst
. 2010
Field measurements of black carbon in Svalbard in 2009 – PRODEX Black Carbon project report. Norsk Regnesentral. NR-notat SAMBA/17/10. 2010.
. Application of satellite data in management of cultural heritage. Project Report 2009. Norsk Regnesentral. NR-notat SAMBA/35/09. pp 138. 2010. Fulltekst
. Measuring and modelling black carbon in Svalbard - PRODEX Black Carbon project progress report 2009. Norsk Regnesentral. NR-notat SAMBA/02/10. pp 15. 2010.
. Measuring and modelling black carbon in Svalbard - Final results from the PRODEX Black Carbon pilot project. Norsk Regnesentral. NR-notat SAMBA/16/10. pp 32. 2010.
. SatHavOlje 2009. Processing chain for Radarsat-2 HH. Confidence improvements for Envisat ASAR VV. Norsk Regnesentral. NR-notat SAMBA/54/09. pp 27. 2010.
. Urban green structure. State of the art of classification methodology. Norsk Regnesentral. NR-notat SAMBA/03/10. pp 34. 2010. Fulltekst
. 2009
Urban green structure. Validation of automatic classification. Norsk Regnesentral. NR-notat SAMBA/39/09. pp 52. 2009. Fulltekst
. SatHavOlje. Improvements during the 2008 project. Norsk Regnesentral. NR-notat SAMBA/01/09. pp 31. 2009.
. Application of satellite data in management of cultural heritage. Project Report 2008. Norsk Regnesentral. NR-notat SAMBA/08/09. pp 56. 2009. Fulltekst Fulltekst
. 2008
CultSearcher – Software Guide, version 2. Computer-assisted detection of potential cultural heritage sites. Norsk Regnesentral. NR-notat SAMBA/15/08. pp 42. 2008. Fulltekst
. Detection of circular patterns in high-resolution satellite images of agricultural land with CultSearcher. Norsk Regnesentral. NR-notat SAMBA/16/08. pp 53. 2008. Fulltekst
. Tropical Forest: Background information for earth observation research scientists. Norsk Regnesentral. NR-notat SAMBA/56/08. pp 48. 2008. Fulltekst
. Popular scientific lecture
2009
Presentation of Section for Earth Observation, Institute Presentations for Students from the University of Oslo and Norwegian University of Life Sciences. Norwegian Computing Center, 6 November 2009, 11/6/2009.
. Popular scientific article
2019
Kunstig intelligens finner skjulte kulturminner. Aftenposten (morgenutg. : trykt utg.) (ISSN 0804-3116). pp 24-25. 12/17/2019.
. Interview
2012
. Errata
2020
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]. 2020.
. 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)). 2020.
.

Name: | Øivind Due Trier |
Title: | Seniorforsker / Senior Research Scientist |
Phone: | (+47) +47 22 85 26 98 |
Email: | trier [at] nr [dot] no |
Scientific areas: | Remote sensing, Pattern recognition, Image analysis, Vegetation monitoring, Cultural heritage mapping, Oil spill detection, Monitoring of snow and ice |
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Show publications |
Academic article
2022
Forest mapping and monitoring in Africa using Sentinel-2 data and deep learning. International Journal of Applied Earth Observation and Geoinformation (ISSN 1569-8432). 111 pp 1-13. doi: 10.1016/j.jag.2022.102840. 2022.
. Detection of forest roads in Sentinel-2 images using U-Net. Proceedings of the Northern Lights Deep Learning Workshop. 3 doi: 10.7557/18.6246. 2022. Fulltekst
. 2021
Automated mapping of cultural heritage in Norway from airborne lidar data using faster R-CNN. International Journal of Applied Earth Observation and Geoinformation (ISSN 1569-8432). 95 pp 1-19. doi: 10.1016/j.jag.2020.102241. 2021.
. 2020
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 (ISSN 1569-8432). 89 doi: 10.1016/j.jag.2020.102109. 2020.
. 2018
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 (ISSN 1075-2196). 26(2) pp 165-175. doi: 10.1002/arp.1731. 2018. Fulltekst
. Tree species classification in Norway from airborne hyperspectral and airborne laser scanning data. European Journal of Remote Sensing (ISSN 2279-7254). 51(1) pp 336-351. doi: 10.1080/22797254.2018.1434424. 2018. Fulltekst
. Multi-sensor forest vegetation height mapping methods for Tanzania. European Journal of Remote Sensing (ISSN 2279-7254). 51(1) pp 587-606. doi: 10.1080/22797254.2018.1461533. 2018. Fulltekst
. 2017
Tree species classification with hyperspectral imaging and lidar. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing (ISSN 2158-6276). pp 1-4. doi: 10.1109/WHISPERS.2016.8071665. 2017. Fulltekst
. Remote sensing of snow wetness in Romania by Sentinel-1 and Terra MODIS data. Romanian Journal of Physics (ISSN 1221-146X). 62(821) 2017. Omtale Fulltekst
. 2015
Semi-automatic mapping of cultural heritage from airborne laser scanning data. Sémata (ISSN 2255-5978). 27 pp 159-186. 2015. Fulltekst Sammendrag
. Automatic detection of mound structures in airborne laser scanning data. Journal of Archaeological Science: Reports (ISSN 2352-409X). 2 pp 69-79. doi: 10.1016/j.jasrep.2015.01.005. 2015. Fulltekst
. Automatic mapping of forest density from airborne lidar data. Geodezija ir Kartografija (ISSN 1392-1541). 41(2) pp 49-65. doi: 10.3846/20296991.2015.1051342. 2015. Fulltekst Sammendrag
. 2012
TEMPORAL ANALYSIS OF MULTISENSOR DATA FOR FOREST CHANGE DETECTION USING HIDDEN MARKOV MODELS. IEEE Geoscience and Remote Sensing Letters (ISSN 1545-598X). pp 6749-6752. 2012.
. Automatic detection of pit structures in airborne laser scanning data. Archaeological Prospection (ISSN 1075-2196). 19(2) pp 103-121. doi: 10.1002/arp.1421. 2012.
. 2010
Kartlegging av urban grønnstruktur med satellittdata. Kart og Plan (ISSN 0047-3278). 70, årg. 103(4) pp 238-253. 2010. Fulltekst Fulltekst
. Validation of a semi-automatic classification approach for urban green structure. ISPRS Journal of Photogrammetry and Remote Sensing (P&RS) (ISSN 0924-2716). 38(7B) pp 596-601. 2010. Fulltekst
. 2009
Automatic Detection of Circular Structures in High-resolution Satellite Images of Agricultural Land. Archaeological Prospection (ISSN 1075-2196). 16(1) pp 1-15. doi: 10.1002/arp.339. 2009. Fulltekst
. Academic chapter/article/Conference paper
2021
Detection of cultural heritage in airborne laser scanning data using Faster R-CNN. Results on Norwegian data. In: Monumental Computations: Digital Archaeology of Large Urban and Underground Infrastructures. Proceedings of the 24th International Conference on Cultural Heritage and New Technologies. (ISBN 978-3-948465-98-8). pp 227-238. doi: 10.11588/propylaeum.747.c11786. 2021. Fulltekst
. 2020
Large-Scale Vegetation Height Mapping from Sentinel Data Using Deep Learning. In: IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium. Proceedings. (ISBN 9781728163741). doi: 10.1109/IGARSS39084.2020.9323815. 2020. Arkiv
. 2018
Semi-automatic mapping of charcoal kilns from airborne laser scanning data using deep learning. In: Oceans of data. Proceedings of the 44th Annual Conference on Computer Applications and Quantitative Methods in Archaeology. (ISBN 9781784917302). pp 219-231. 2018. Fulltekst
. Towards a national infrastructure for semi-automatic mapping of cultural heritage in Norway. In: Oceans of data. Proceedings of the 44th Annual Conference on Computer Applications and Quantitative Methods in Archaeology. (ISBN 9781784917302). pp 159-172. 2018. Fulltekst
. 2017
Large-Scale Mapping of Small Roads in Lidar Images Using Deep Convolutional Neural Networks. In: Image Analysis 20th Scandinavian Conference, SCIA 2017 Tromsø, Norway, June 12–14, 2017 Proceedings, Part II. (ISBN 978-3-319-59128-5). pp 193-204. doi: 10.1007%2F978-3-319-59129-2_17. 2017.
. 2015
Archaeological mapping of large forested areas, using semi-automatic detection and visual interpretation of high-resolution lidar data. In: CAA2014. 21st Century Archaeology. Concepts, methods and tools. Proceedings of the 42nd Annual Conference on Computer Applications and Quantitative Methods in Archaeology. (ISBN 9781784911003). pp 81-86. 2015.
. 2013
Grave mounds discovered by automatic heap detection method. In: Earth Observation: a window on the past. Proceedings of the 4th EARSeL Workshop on Remote Sensing for Cultural Heritage, 6-7 June 2013, Matera, Italy. (ISBN 978-8-88-969325 4). pp 305-329. 2013. Fulltekst
. 2012
Operational Traffic Monitoring Using Very High Resolution Satellite Imagery. In: Proceedings of the 32nd EARSeL Symposium, Advances in Geosciences, Mykonos Island, Greece, 21 May - 24 May 2012. (ISBN 978-960-88490-3-7). pp 608-617. doi: 10.1080/01431161.2013.782708. 2012. Fulltekst
. Semi-automatic detection of burial mounds in forested areas. In: Proceedings of the 32nd EARSeL Symposium, Advances in Geosciences, Mykonos Island, Greece, 21 May - 24 May 2012. (ISBN 978-960-88490-3-7). pp 113-124. 2012. Fulltekst
. Object-based cloud and cloud shadow detection in Landsat images for tropical forest monitoring. In: Proceedings of the 4th GEOBIA. Conference on geographic object-based image analysis. 7-9 May 2012, Rio de Janeiro, Brazil. (ISBN 978-85-17-00059-1). pp 326-331. 2012. Fulltekst
. Semi-automatic detection of cultural heritage in lidar data. In: Proceedings of the 4th GEOBIA. Conference on geographic object-based image analysis. 7-9 May 2012, Rio de Janeiro, Brazil. (ISBN 978-85-17-00059-1). pp 123-128. 2012. Fulltekst
. TEMPORAL ANALYSIS OF MULTISENSOR DATA FOR FOREST CHANGE DETECTION USING HIDDEN MARKOV MODELS. In: Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International. (ISBN 978-1-4673-1160-1). pp 6749-6752. doi: 10.1109/igarss.2012.6352556. 2012. Fulltekst
. 2011
Temporal analysis of forest cover using hidden Markov models. In: Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International. (ISBN 978-1-4577-1005-6). pp 2322-2325. doi: 10.1109/igarss.2011.6049674. 2011. Fulltekst
. 2010
Retrieving black carbon on snow and ice surfaces in the arctic. In: Proceedings of ESA Living Planet Symposium SP-686. (ISBN 9789292212506). 2010. Fulltekst
. Academic lecture
2022
Automated mapping of cultural heritage in Norway from airborne lidar data using Faster R-CNN. Northern Lights Deep Learning Conference 2022; Tromsø, 1/10/2022 - 1/12/2022.
. Detection of nature interventions in Sentinel-2 images of Norway using U-Net. 41st EARSeL Symposium; Pafos, Kypros, 9/13/2022 - 9/16/2022.
. Automated mapping of cultural heritage in Norway from airborne laser scanning data using Faster R-CNN. 41st EARSeL Symposium; Pafos, Kypros, 9/13/2022 - 9/16/2022.
. Detection of forest roads in Sentinel-2 images using U-Net. Northern Lights Deep Learning Conference 2022; Tromsø, 1/10/2022 - 1/12/2022.
. 2021
Presentasjon fra prosjektet om inngrepsfri natur og deteksjon av kulturminner. Tilsyn og ny teknologi; Oslo, 11/5/2021.
. Automated building detection with Mask R-CNN from combined hyperspectral and lidar data. 11th Workshop on Hyperspectral Image and Signal Processing (WHISPERS); Amsterdam, Nederland, 3/24/2021 - 3/26/2021.
. 2020
Deteksjon av veier med Sentinel. Fjernmåling av endringer i inngrepsfri natur. Møte i faggruppe satellittdata; Hønefoss, 9/7/2020.
. SEN4POL – Towards a Sentinel-based pollen information service. Faggruppe satellittdata workshop; Online, 9/7/2020.
. Remote Sensing of Snow Properties with Sentinel-3 versus MODIS. 9th EARSeL workshop on Land Ice and Snow; Bern, 2/3/2020 - 2/5/2020.
. Deteksjon av veier i Sentinel-2 med U-Net. Fjernmåling av endringer i inngrepsfri natur. Fjernmålingsseminaret: presentasjon av Mdir 2020-prosjektene; Trondheim, 12/8/2020.
. SEN4POL – Towards a Sentinel-based pollen information service. Copernicus Day of the Norwegian Space Agency; Online, 10/22/2020 - 10/22/2020 1:00:00 AM.
. 2019
Remote sensing of snow properties with Sentinel-3. Nordic Remote Sensing Conference; Århus, 9/17/2019 - 9/19/2019.
. Monitoring lake ice cover with Sentinel-3. ESA Living Planet Symposium; Milano, 5/13/2019 - 5/17/2019.
. Detection of cultural heritage in airborne laser scanning data using Faster RCNN. Results on Norwegian data. International Conference on Cultural Heritage and New Technologies; Wien, 11/4/2019 - 11/6/2019.
. Automated detection of grave mounds, deer hunting systems and charcoal burning platforms from airborne lidar data using faster-RCNN. Machine Learning in Archaeology Conference; Roma, 11/7/2019 - 11/8/2019.
. Automated mapping of cultural heritage in Norway from airborne lidar data using faster-RCNN. Nordic Remote Sensing Conference; Århus, 9/17/2019 - 9/19/2019.
. 2018
A portfolio of snow products based on Sentinel-3 for snow hydrology. SnowHydro – International Conference on Snow Hydrology; Heidelberg, 2/12/2018 - 2/15/2018.
. Semi-automatic mapping of cultural heritage in Arran, Scotland, using deep neural networks on airborne laser scanning data. 46th Computer Applications and Quantitative Methods in Archaeology Conference (CAA 2018); Tübingen, 3/20/2018 - 3/22/2018.
. 2017
Remote sensing of snow wetness using Sentinel: a multisensor approach. IGS International Symposium on Polar Ice, Polar Climate, Polar Change; Boulder, CO, 8/14/2017 - 8/19/2017.
. Multi-sensor wet snow product (MWS) from Sentinel-1 and Sentinel-3 vs multi-sensor wet snow product (MWS) from Sentinel-1 and MODIS. 19th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing; Timisoara, 9/21/2017 - 9/24/2017.
. Towards a portfolio of products for snow surface characterisation based on Sentinel-3. Workshop on Modeling Meltwater in Snow and Firn: Processes, Validation, Intercomparison and Model Uses of Optical Remotely Sensed Data; Copenhagen, 9/20/2017 - 9/22/2017.
. Developing an approach for satellite observations of black carbon in snow surfaces in the Arctic. International Conference on High Latitude Dust 2017; Reykjavik, 5/20/2017 - 5/25/2017.
. A multi-sensor multi-temporal approach to retrieving snow surface wetness from a combination of Sentinel-1 and Sentinel-3 data. 8th EARSeL workshop on Land Ice and Snow; Bern, 2/7/2017 - 2/9/2017.
. Forest tree species classification from airborne hyperspectral and laser scanning data using deep learning. 10th EARSeL SIG Imaging Spectroscopy Workshop; Zürich, 4/19/2017 - 4/21/2017.
. 2016
Single and multi-sensor snow wetness mapping by Sentinel-1 and Sentinel-3 data. The 18th International Symposium on Symbolic and Numerical Algorithms for Scientific Computing, Geoinformatics Workshop; Timisoara, 9/24/2016 - 9/27/2016.
. Single- and multi-sensor snow wetness mapping by Sentinel-1 and MODIS data. 73rd Eastern Snow Conference; Columbus, Ohio, 6/14/2016 - 6/16/2016.
. Semi-automatic detection of charcoal kilns from airborne laser scanning data. 44th Computer Applications and Quantitative Methods in Archaeology Conference (CAA 2016); Oslo, 3/29/2016 - 4/2/2016. Sammendrag
. Towards a national infrastructure for semi-automatic mapping of cultural heritage in Norway. 44th Computer Applications and Quantitative Methods in Archaeology Conference (CAA 2016); Oslo, 3/29/2016 - 4/2/2016. Sammendrag
. Semi-automatic mapping of cultural heritage from airborne laser scanning using deep learning. EGU General Assembly 2016; Wien, 4/17/2016 - 4/22/2016. Sammendrag
. 2015
Monitoring of snow properties with Sentinel-3. ESA Sentinel-3 for Science Workshop; Venezia, 6/2/2015 - 6/5/2015.
. Tree species classification with hyperspectral imaging and lidar. Some preliminary results. Workshop on hyperspectral imaging and lidar for forest classification; Lysaker, 11/30/2015.
. 2014
A multi-parameter multi-temporal algorithm for inference of snow wetness from optical satellite data. Workshop: Liquid water in snow - Measurement techniques and modeling approaches; Davos, 4/2/2014 - 4/4/2014.
. Preparation of European snow, glacier and lake/river ice services within the Copernicus CryoLand project. 7th EARSeL Workshop on Land Ice and Snow; Bern, 2/3/2014 - 2/6/2014.
. Evaluation and Quality assessment of GlobSnow-2 version 2 products. 7th EARSeL Workshop on Land Ice and Snow; Bern, 2/3/2014 - 2/6/2014.
. Semi-automatisk deteksjon av gravhauger i lidardata. Detaljert kartlegging av vikinggravfeltet på Vang, Oppdal. CAA-Norge; Oslo, 10/13/2014 - 10/14/2014. Fulltekst
. Archaeological mapping of large forested areas, using semi-automatic detection and visual interpretation of high-resolution lidar data. 42th Annual Conference on Computer Applications and Quantitative Methods in Archaeology (CAA 2014); Paris, 4/22/2014 - 4/25/2014.
. Monitoring deforestation and forest carbon stocks in Tanzania with satellite data. CCIAM; Morogoro, 4/1/2014 - 4/3/2014.
. 2013
High resolving sea ice concentration, and thickness of thin sea ice. Joint PI Workshop of Global Environment Observation Mission 2012; Tokyo, 1/29/2013 - 2/1/2013.
. 2012
Automatic estimation of lake ice cover and lake surface temperature using ENVISAT MERIS and AATSR. EGU Assembly; Wien, 4/23/2012 - 4/27/2012.
. Automatic estimation of seasonal sea ice thickness with MODIS data. IGS International symposium of seasonal snow and ice; Lahti, 5/28/2012 - 6/1/2012.
. GEO FCT Product Development Team report, Tanzania. GEO-FCT Science & Data Summit #3; Arusha, 2/6/2012 - 2/10/2012.
. 2011
Time-series analysis of satellite images for forest cover change monitoring in Tanzania. 1st EARSeL Workshop on Operational Remote Sensing in Forest Management; Praha, 6/2/2011 - 6/3/2011.
. Automatic detection of ancient iron production sites and hunting systems in lidar data. AARG-EARSeL Joint Conference; Poznan, 9/21/2011 - 9/24/2011.
. Time-series analysis of satellite images for forest cover change monitoring in Tanzania. Nordic Remote Sensing Days; Tromsø, 8/30/2011 - 8/31/2011.
. 2010
Deteksjon av gravminner fra høyoppløselige satellittbilder. Deteksjon av fangstgroper fra lidarbilder. 3. norske CAA-konferansen, Oslo, Norge, 10/18/2010. Fulltekst
. Remote sensing of black carbon at snow and glacier ice surfaces - first results of a modelling approach. International workshop on Black Carbon in snow - sampling, albedo effects and climate impact, 13-14, 2/1/2010. Fulltekst
. Experiments on Landsat scene 227-062 in Brazil. GEO Forest carbon tracking task, science and data summit, Woods Hole, Fallmouth, MA, USA, 11-12 May, 5/11/2010. Fulltekst
. 2009
Remote Sensing of Black Carbon in the Arctic. 33rd International Symposium on Remote Sensing of Environment (ISRSE-33), 4-8 May 2009, Stresa, Ital, 5/4/2009. Fulltekst
. Near real-time automatic oil spill detection in SAR images. 33rd International Symposium on Remote Sensing of Environment, 5/7/2009. Fulltekst
. 2008
Detection of ring shaped structures in agricultural land using high resolution satellite images. GEOBIA, 2008 - Pixels, Objects, Intelligence: GEOgraphic Object Based Image Analysis for the 21st Century, 8/5/2008 - 8/8/2008. Fulltekst
. Deteksjon av ringformede fotgrøfter i høyoppløselige satellittbilder av jordbruksområder. CAA Norge konferansen 2008, 10/21/2008. Fulltekst
. Detection of burial mounds in high-resolution satellite images of agricultural land. 1st International EARSeL Workshop on Advances in Remote Sensing for Archaeology and Cultural Heritag, 9/30/2008. Fulltekst
. Ring grave detection in high resolution satellite images of agricultural land. NOBIM-konferansen 2008 i Trondheim, 6/5/2008. Fulltekst
. Abstract
2012
Automatic estimation of lake ice cover and lake surface temperature using ENVISAT MERIS and AATSR. Geophysical Research Abstracts. 14(1) pp 5306. 2012. Fulltekst
. Lecture
2021
Towards automated urban map revision using deep neural networks on airborne lidar and hyperspectral data. EARSeL Joint Workshop Urban Remote Sensing; Liege, Belgia, 3/30/2021 - 4/1/2021.
. 2019
Klassifikasjon og deteksjon ved bruk av kunstig intelligens. Geodesi- og hydrografidagene 2019; Sundvollen, Hole, Buskerud, 11/27/2019 - 11/28/2019.
. 2016
Current achievements towards developing downstream services for snow monitoring in Romania. 5th COPERNICUS Conference for the Eastern European Copernicus users and service providers; Bucuresti, 10/5/2016 - 10/6/2016.
. Poster
2019
Monitoring Thin Sea Ice Thickness with Sentinel-3. IGS International Symposium on Sea Ice at the Interface; Winnipeg, 8/19/2019 - 8/23/2019.
. Mapping snow surface hoar by optical remote sensing. International Symposium on Mitigative Measures against Snow Avalanches and Other Rapid Gravity Mass Flows; Siglufjörður, 4/3/2019 - 4/5/2019.
. 2016
Calculation of mean forest vegetation height in Tanzania from Landsat time series and airborne laser scanning data. 3rd EARSeL SIG on Forestry Workshop; Krakow, 9/15/2016 - 9/16/2016. Sammendrag
. Tree species classification in Norway from airborne hyperspectral and airborne laser scanning data. 3rd EARSeL SIG on Forestry Workshop; Krakow, 9/15/2016 - 9/16/2016. Sammendrag
. Single and multi-sensor snow wetness mapping by Sentinel-1 and Sentinel-3 data. ESA Living Planet Symposium; Prague, 5/9/2016 - 5/13/2016.
. Multi-sensor fractional snow cover mapping by fusion of Sentinel-1 and Sentinel-3 data. ESA Living Planet Symposium; Prague, 5/9/2016 - 5/13/2016.
. Report
2022
Sentinel for snow surface hoar mapping. Sentinel4SurfaceHoar project results. Norsk Regnesentral. NR-notat SAMBA/04/22. pp 72. 2022.
. Driftspilot naturinngrep. Metodeforbedringer i 2022. Norsk Regnesentral. NR-notat SAMBA/45/22. pp 403. 2022.
. 2021
Bygningsdeteksjon. Utprøving av to nevrale nettverk. Norsk Regnesentral. NR-notat SAMBA/22/21. pp 30. 2021.
. Utvikling av operasjonell snøtjeneste ved NVE. Resultater fra prosjektfase 3. Norsk Regnesentral. NR-notat SAMBA/37/21. pp 62. 2021.
. Final report. AI4Arctic Deliverable 6. Norsk Regnesentral. NR-notat SAMBA/19/21. pp 78. 2021.
. Bygningsdeteksjon i 8 cm flybilder. Norsk Regnesentral. NR-notat SAMBA/55/21. pp 38. 2021.
. Automatisk skydeteksjon i Sentinel-3 SLSTR satellittbilder med U-Net. Første resultater. Norsk Regnesentral. NR-notat SAMBA/26/21. pp 146. 2021.
. Driftspilot naturinngrep. Norsk Regnesentral. NR-notat SAMBA/40/21. pp 84. 2021.
. 2020
Dataset and data policy. AI4Arctic Deliverable 3. Norsk Regnesentral. NR-notat SAMBA/32/20. pp 44. 2020.
. Multi-sensor multi-temporal FSC 2017-2020 dataset. S4S multi-FSC prototype products to EDI, Version 2.0. Norsk Regnesentral. NR-notat SAMBA/24/20. pp 30. 2020.
. Sentinel4ThinIce Phase 2 WP8: Diagnosis and correction of possible underestimated ice thickness. Sentinel4ThinIce project report 2020. Norsk Regnesentral. NR-notat SAMBA/15/20. pp 24. 2020.
. Stedsbasert risiko for vannskader - fase 1: Vurdering av topografiske indekser. Norsk Regnesentral. NR-notat SAMBA/48/20. pp 34. 2020.
. Kildekode for automatisert kartlegging. FKB maskinlæring. Norsk Regnesentral. NR-notat SAMBA/28/20. pp 41. 2020.
. Automatisering av kartlegging. Status metodeutvikling, fase 1 i prosjektet. Norsk Regnesentral. NR-notat SAMBA/09/20. pp 114. 2020.
. Deteksjon av skogsveger. Kartlegging av naturinngrep – fase 2. Norsk Regnesentral. NR-notat SAMBA/45/20. pp 43. 2020.
. Kartlegging av naturinngrep. Sluttrapport. Norsk Regnesentral. NR-notat SAMBA/10/2020. pp 233. 2020.
. 2019
Utvikling av operasjonell snøtjeneste ved NVE. Resultater fra prosjektfase 2. Norsk Regnesentral. NR-notat SAMBA/52/2019. pp 50. 2019.
. Utvikling av operasjonell innsjøistjeneste hos NVE: Resultater fra prosjektfase 2. Norsk Regnesentral. NR-notat SAMBA/45/19. pp 56. 2019.
. Sentinel4ThinIce Phase 2. Thin ice thickness retrieval with Sentinel-3. Norsk Regnesentral. NR-notat SAMBA/53/19. pp 27. 2019.
. SEN4POL Phase-1: Final Scientific Report. Norsk institutt for luftforskning. pp 40. 2019.
. Automated detection of cultural heritage in airborne lidar data. CultSearcher operationalisation. Norsk Regnesentral. NR-notat SAMBA/50/19. pp 157. 2019.
. Sen4Pol Phase 1. NDVI-based method for daily birch pollen prediction from Sentinel-3. Norsk Regnesentral. NR-notat SAMBA/44/19. pp 80. 2019.
. CultSearcher user guide. Version 1.0. Norsk Regnesentral. NR-notat SAMBA/13/19. pp 28. 2019.
. NGVEO project notes. Atmospheric correction of Sentinel-2 data. Norsk Regnesentral. NR-notat SAMBA/04/19. pp 60. 2019.
. Kartlegging av naturinngrep. Foreløpig rapport. Norsk Regnesentral. NR-notat SAMBA/46/19. pp 27. 2019.
. 2018
Utvikling av operasjonell snøtjeneste hos NVE. Resultater fra prosjektfase 1. Norsk Regnesentral. NR-notat SAMBA/19/18. pp 46. 2018.
. Automating archaeological object detection. Proof of concept – Arran survey. Norsk Regnesentral. NR-notat SAMBA/08/18. pp 34. 2018. Fulltekst
. Next Generation Value Chain for Earth Observation. Technical note: methodologies. Norsk Regnesentral. NR-notat SAMBA/36/18. pp 41. 2018.
. Next Generation Value Chain for Earth Observation (NGVEO). Final report. Norsk Regnesentral. NR-notat SAMBA/37/18. pp 25. 2018.
. Single- and multi-sensor snow-cover mapping from Sentinel-3 and Sentinel-1. Norsk Regnesentral. NR-notat SAMBA/43/18. pp 60. 2018.
. Utvikling av operasjonell innsjøistjeneste hos NVE. Resultater fra prosjektfase 1. Norsk Regnesentral. NR-notat SAMBA/20/18. pp 37. 2018.
. eoTools user guide for processing of hyperspectral data. Norsk Regnesentral. NR-notat SAMBA/49/18. pp 46. 2018.
. HyperBio final report. Norsk Regnesentral. NR-notat SAMBA/48/18. pp 20. 2018.
. 2017
Utvikling av operasjonell flomtjeneste ved NVE. Resultater fra prosjektfase nr. 1. Norsk Regnesentral. NR-notat SAMBA/07/2017. pp 34. 2017.
. Utvikling av operasjonell flomtjeneste ved NVE, Resultater fra prosjektfase 2. Norsk Regnesentral. NR-notat SAMBA/37/2017. pp 28. 2017.
. Multi-sensor/multi-temporal prototype wet snow product – Version 3, SnowBall WP3, Deliverable D3.4, Sentinel-3 extension. Norsk Regnesentral. NR-notat SAMBA/16/2017. pp 112. 2017.
. Multi-sensor/multi-temporal prototype wet snow product – Version 2, SnowBall WP3, Deliverable D3.4. Norsk Regnesentral. NR-notat SAMBA/15/2017. pp 34. 2017.
. Sentinel4ThinIce Phase 1: Algorithm improvements, validation and intercomparison. Norsk Regnesentral. NR-notat SAMBA/34/2017. pp 30. 2017.
. 2016
Tree species classification with airborne LiDAR and hyperspectral imaging. HyperBio Project Report 2016. Norsk Regnesentral. NR-notat SAMBA/60/16. pp 35. 2016.
. Automatic multi-sensor forest vegetation height mapping methods for Tanzania. Norsk Regnesentral. NR-notat SAMBA/04/16. pp 44. 2016.
. Oil spill detection using optical and thermal remote sensing data. Norsk Regnesentral. NR-notat SAMBA/55/16. pp 34. 2016.
. Remote sensing of black carbon in the Arctic. BlackCarbon main project, Phase 1, Deliverables 1, 2 and 3. Norsk Regnesentral. NR-notat SAMBA/56/16. pp 122. 2016.
. Automatic mapping of forest roads. Norsk Regnesentral. NR-notat SAMBA/41/16. pp 36. 2016.
. Application of remote sensing in cultural heritage management. CultSearcher project report 2015. Norsk Regnesentral. NR-notat SAMBA/08/16. pp 195. 2016. Fulltekst
. Evaluation of a new cloud masking method. Norsk Regnesentral. NR-notat SAMBA/02/16. pp 22. 2016.
. 2015
Snow variable retrieval for snow avalanche risk assessment. Norsk Regnesentral. NR-notat SAMBA/46/15. pp 85. 2015.
. Multi-sensor/multi-temporal prototype wet snow product – Version 1. Norsk Regnesentral. NR-notat SAMBA/48/15. pp 48. 2015.
. Validated wet snow retrieval algorithms. Norsk Regnesentral. NR-notat SAMBA/47/15. pp 92. 2015.
. eoTools user guide for forest vegetation height estimation in Tanzania. Norsk Regnesentral. NR-notat SAMBA/49/15. pp 18. 2015.
. Application of Remote Sensing in Cultural Heritage Management. Project report 2014. Norsk Regnesentral. NR-notat SAMBA/07/15. pp 64. 2015. Fulltekst
. Utprøving av metoder for deteksjon av veier i laserdata – foreløpige resultater. Norsk Regnesentral. NR-notat SAMBA/09/15. pp 24. 2015. Fulltekst
. 2014
Thin ice thickness from MODIS: Improvement of algorithm and evaluation of product. Norsk Regnesentral. NR-notat SAMBA/21/14. pp 90. 2014.
. Snow reference maps for SE product validation in mountain regions based on VHR data. Report on GlobSnow-2 Task 5.2.34 work. Norsk Regnesentral. NR-notat SAMBA/06/14. pp 29. 2014.
. Application of Remote Sensing in Cultural Heritage Management.Project report 2013. Norsk Regnesentral. NR-notat SAMBA/04/14. pp 119. 2014. Fulltekst
. Study of the spectral variability of the surface reflectance from Landsat in Liwale using LiDAR reference maps. Norsk Regnesentral. NR-notat SAMBA/52/14. pp 23. 2014.
. Monitoring of changes in urban environments using satellite images. Norsk Regnesentral. NR-notat SAMBA/44/14. pp 68. 2014.
. 2013
Application of Remote Sensing in Cultural Heritage Management. Project report 2012. Norsk Regnesentral. NR-notat SAMBA/09/13. pp 108. 2013. Fulltekst
. Determining bare-ground reflectance in mountain regions for fractional snow cover retrieval. Report on GlobSnow-2 Task 2.1.2 work. Norsk Regnesentral. NR-notat SAMBA/18/13. pp 20. 2013.
. Improved model, algorithm and processing chain – deliverable D1 and D2 from the Thinice2 project. Norsk Regnesentral. NR-notat SAMBA/56/13. pp 22. 2013.
. Time series of snow surface temperature and wetness observed with MODIS. Project report to Statkraft. Norsk Regnesentral. NR-notat SAMBA/53/13. pp 69. 2013.
. High resolution snow validation maps. Norsk Regnesentral. NR-notat SAMBA/25/13. pp 44. 2013.
. 2012
Evaluation of FLAASH atmospheric correction. Norsk Regnesentral. NR-notat SAMBA/10/12. pp 24. 2012. Fulltekst
. Cloud and cloud shadow detection in Landsat images for monitoring tropical forests in Tanzania. Norsk Regnesentral. NR-notat SAMBA/06/12. pp 158. 2012.
. Application of remote sensing in cultural heritage management – Project report 2011. Norsk Regnesentral. NR-notat SAMBA/09/12. pp 69. 2012. Fulltekst Arkiv
. 2011
LEDAPS atmospheric correction production line. User guide. Norsk Regnesentral. NR-notat SAMBA/39/11. pp 20. 2011.
. Radarsat-2 oil spill detection. Performance study 2010. Norsk Regnesentral. NR-notat SAMBA/47/11. pp 19. 2011.
. Field measurements of black carbon in Svalbard in 2011. PRODEX Black Carbon project report. Norsk Regnesentral. NR-notat SAMBA/42/11. pp 35. 2011.
. Application of remote sensing in management of cultural heritage. Project Report 2010. Norsk Regnesentral. NR-notat SAMBA/11/11. pp 139. 2011.
. Evaluation of the Landsat surface reflectance estimated by LEDAPS. Norsk Regnesentral. NR-notat SAMBA/37/11. pp 42. 2011.
. Retrieval of thin sea ice thickness from thermal optical data. Norsk Regnesentral. NR-notat SAMBA/27/11. pp 50. 2011. Fulltekst
. 2010
Field measurements of black carbon in Svalbard in 2009 – PRODEX Black Carbon project report. Norsk Regnesentral. NR-notat SAMBA/17/10. 2010.
. Application of satellite data in management of cultural heritage. Project Report 2009. Norsk Regnesentral. NR-notat SAMBA/35/09. pp 138. 2010. Fulltekst
. Measuring and modelling black carbon in Svalbard - PRODEX Black Carbon project progress report 2009. Norsk Regnesentral. NR-notat SAMBA/02/10. pp 15. 2010.
. Measuring and modelling black carbon in Svalbard - Final results from the PRODEX Black Carbon pilot project. Norsk Regnesentral. NR-notat SAMBA/16/10. pp 32. 2010.
. SatHavOlje 2009. Processing chain for Radarsat-2 HH. Confidence improvements for Envisat ASAR VV. Norsk Regnesentral. NR-notat SAMBA/54/09. pp 27. 2010.
. Urban green structure. State of the art of classification methodology. Norsk Regnesentral. NR-notat SAMBA/03/10. pp 34. 2010. Fulltekst
. 2009
Urban green structure. Validation of automatic classification. Norsk Regnesentral. NR-notat SAMBA/39/09. pp 52. 2009. Fulltekst
. SatHavOlje. Improvements during the 2008 project. Norsk Regnesentral. NR-notat SAMBA/01/09. pp 31. 2009.
. Application of satellite data in management of cultural heritage. Project Report 2008. Norsk Regnesentral. NR-notat SAMBA/08/09. pp 56. 2009. Fulltekst Fulltekst
. 2008
CultSearcher – Software Guide, version 2. Computer-assisted detection of potential cultural heritage sites. Norsk Regnesentral. NR-notat SAMBA/15/08. pp 42. 2008. Fulltekst
. Detection of circular patterns in high-resolution satellite images of agricultural land with CultSearcher. Norsk Regnesentral. NR-notat SAMBA/16/08. pp 53. 2008. Fulltekst
. Tropical Forest: Background information for earth observation research scientists. Norsk Regnesentral. NR-notat SAMBA/56/08. pp 48. 2008. Fulltekst
. Popular scientific lecture
2009
Presentation of Section for Earth Observation, Institute Presentations for Students from the University of Oslo and Norwegian University of Life Sciences. Norwegian Computing Center, 6 November 2009, 11/6/2009.
. Popular scientific article
2019
Kunstig intelligens finner skjulte kulturminner. Aftenposten (morgenutg. : trykt utg.) (ISSN 0804-3116). pp 24-25. 12/17/2019.
. Interview
2012
. Errata
2020
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]. 2020.
. 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)). 2020.
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