20032020

Research output per year

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Research Output

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Conference paper
2020

Automated Processing of Sentinel-2 Products for Time-Series Analysis in Grassland Monitoring

Hardy, T., Franceschini, M. D., Kooistra, L., Novani, M. & Richter, S., 29 Jan 2020, International Symposium on Environmental Software Systems (ISESS 2020): Environmental Software Systems. Data Science in Action. Wageningen: Springer, p. 48-56 ( IFIP Advances in Information and Communication Technology ; vol. 554).

Research output: Chapter in Book/Report/Conference proceedingConference paper

2019

Automatic apple tree blossom estimation from uav rgb imagery

Tubau Comas, A., Valente, J. & Kooistra, L., 4 Jun 2019, ISPRS Geospatial Week 2019, 10–14 June 2019, Enschede, The Netherlands. ISPRS, p. 631-635 5 p. (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives; vol. XLII-2/W13).

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access

Detecting Rumex Obtusifolius weed plants in grasslands from UAV RGB imagery using deep learning

Valente, J., Doldersum, M., Roers, C. & Kooistra, L., 29 May 2019, ISPRS Geospatial Week 2019, 10–14 June 2019, Enschede, The Netherlands. ISPRS, p. 179-185 7 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences; vol. IV-2/W5).

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access

Feature filtering and selection for dry matter estimation on perennial ryegrass: A case study of vegetation indices

Alckmin, G. T., Kooistra, L., Lucieer, A. & Rawnsley, R., 4 Jun 2019, ISPRS Geospatial Week 2019, 10–14 June 2019, Enschede, The Netherlands. ISPRS, p. 1827-1831 5 p. (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives; vol. XLII-2/W13).

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access

Opportunities of uavs in orchard management

Zhang, C., Valente, J., Kooistra, L., Guo, L. & Wang, W., 4 Jun 2019, ISPRS Geospatial Week 2019, 10–14 June 2019, Enschede, The Netherlands. 2/W13 ed. ISPRS, Vol. 42. p. 673-680 8 p. (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives; vol. XLII-2/W13).

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access
2017

A light-weight hyperspectral mapping system for unmanned aerial vehicles - The first results

Suomalainen, J., Anders, N., Iqbal, S., Franke, J., Wenting, P., Bartholomeus, H., Becker, R. & Kooistra, L., 26 Oct 2017, 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2013. IEEE computer society, 4 p. 8080721

Research output: Chapter in Book/Report/Conference proceedingConference paper

3 Citations (Scopus)

Combining hyperspectral UAV and multispectral Formosat-2 imagery for precision agriculture applications

Gevaert, C. M., Tang, J., García-Haro, F. J., Suomalainen, J. & Kooistra, L., 26 Oct 2017, 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2014. IEEE computer society, 4 p. 8077607

Research output: Chapter in Book/Report/Conference proceedingConference paper

11 Citations (Scopus)

Object-based random forest classification for mapping floodplain vegetation structure from nation-wide CIR and LiDAR datasets

Kooistra, L., Kuilder, E. T. & Mucher, C. A., 26 Oct 2017, 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2014. IEEE computer society, 4 p. 8077590

Research output: Chapter in Book/Report/Conference proceedingConference paper

2 Citations (Scopus)
2015

Overview of UAV activities in Wageningen unmanned aerial remote sensing facility

Suomalainen, J. M., Anders, N., Franke, G. J., Bartholomeus, H. M., Nolet, C., van Puijenbroek, M. E. B., Kramer, H., Keesstra, S. D., Mücher, C. A. & Kooistra, L., 2015, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XL-1/W4, 2015, Toronto, Canada. Toronto, Canada, Vol. XL-1/W4.

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access

The role of new data sources in Greening Growth : the case of Drones

van der Wal, T., Kooistra, L. & Poppe, K. J., 2015. 28 p.

Research output: Contribution to conferenceConference paperAcademicpeer-review

Open Access
2014

Mapping canopy chlorophyll content of potatoes by Sentinel-2 as simulated with RapidEye images

Clevers, J. G. P. W. & Kooistra, L., 2014, Sentinel-2 for Science Workshop. ESA-ESRIN, p. 7

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access

Object-based random forest classification for mapping floodplain vegetation structure from nation-wide CIR and LiDAR datasets

Kooistra, L., Kuilder, E. T. & Mücher, C. A., 2014.

Research output: Contribution to conferenceConference paperAcademic

Open Access
2013

A light-weight hyperspectral mapping system for unmanned aerial vehicles – the first results

Suomalainen, J. M., Anders, N. S., Iqbal, S., Wenting, P. F. M., Franke, G. J., Becker, R. & Kooistra, L., 2013.

Research output: Contribution to conferenceConference paperAcademic

Crop monitoring using a light-weight hyperspectral mapping system for unmanned aerial vehicles: first results for the 2013 season

Kooistra, L., Suomalainen, J. M., Iqbal, S., Franke, G. J., Wenting, P. F. M., Bartholomeus, H., Mücher, C. A. & Becker, R., 2013, UAV-based Remote Sensing Methods for Monitoring Vegetation, 9-10 September 2013, Cologne - Germany. Keulen, Germany: University of Cologne, p. 7

Research output: Chapter in Book/Report/Conference proceedingConference paper

Estimation of soil organic matter using multidirectional reflectance measurements

Bartholomeus, H., Roosjen, P. P. J., Clevers, J. G. P. W., Suomalainen, J. M., Mulder, V. L. & Kooistra, L., 2013, Proceedings 16th International Conference on Near Infrared Spectroscopy, La Grande-Motte, France, 2-7 June 2013. La Grande-Motte, France, p. 187-194

Research output: Chapter in Book/Report/Conference proceedingConference paper

Geographic information tools for sustainable planning in the Dutch Delta

van der Mijden, J. C., Bregt, A. K., Kooistra, L. & van Manen, N., 2013, p. 1-4.

Research output: Contribution to conferenceConference paperAcademic

Open Access
Open Access

Retrieving canopy chlorophyll content of potato crops using Sentinel-2 bands

Clevers, J. G. P. W. & Kooistra, L., 2013, Proceedings ESA Living Planet Symposium, Edinburgh, United Kingdom, 09 - 13 September, 2013. Edinburgh, United Kingdom: ESA, p. 8

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access

Yield gap monitoring: Opportunities for crowdsourcing approaches to collect farm level data for yield gap analysis

Beza, E. A., Silva, J., Reidsma, P., Herold, M. & Kooistra, L., 2013.

Research output: Contribution to conferenceConference paperAcademic

Yield gap monitoring through crowdsourcing: Collecting farm level data

Beza, E. A., Reidsma, P., Herold, M. & Kooistra, L., 2013.

Research output: Contribution to conferenceConference paperAcademic

2012

Capacities of non-Annex I countries for national forest monitoring for REDD+

Romijn, J. E., Herold, M., Kooistra, L., Murdiyarso, D. & Verchot, L., 2012, Proceedings of the Conference Planet Under Pressure, 22-26 March 2012, London, United Kingdom. p. 213-215

Research output: Chapter in Book/Report/Conference proceedingConference paper

Integrating remote-, close range- and in-situ sensing for high-frequency observation of crop status to support precision agriculture

Kooistra, L., Beza, E. A., Verbesselt, J., van den Borne, J. & van der Velde, W., 2012, Proceedings Sensing a Changing World, Wageningen, The Netherlands, 9 - 11 May, 2012. Wageningen: Wageningen University, p. 15-20

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access

Integrating sensing to support fertilization management in precision agriculture

Kooistra, L., Beza, E. A., Verbesselt, J., van den Borne, J., van Vliet, P. & van der Velde, W., 2012, Proceedings BruHyp Airborne Imaging Spectroscopy Workshop, 04 September, Bruges, Belgium. p. 20-21

Research output: Chapter in Book/Report/Conference proceedingConference paper

Monitoring the impact of REDD+ implementation in the Unesco Kafa biosphere reserve, Ethiopia

DeVries, B. R., Avitabile, V., Kooistra, L. & Herold, M., 2012, Proceedings IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2012), 22-27 July, Munich, Germany. p. 145-146

Research output: Chapter in Book/Report/Conference proceedingConference paper

Opportunities for Sentinel-2 in an integrated sensor approach to support decision making in precision agriculture

Kooistra, L., Clevers, J. G. P. W., Beza, E. A., van Vliet, P., Borne, J. & van der Velde, W., 2012, Proceedings of the First Sentinel-2 Preparatory Symposium, 23 - 27 April, 2012, Frascati, Italy. Frascati, Italy: ESA, Vol. ESA SP-707. p. 5

Research output: Chapter in Book/Report/Conference proceedingConference paper

Remote sensing allows mapping plant traits and a-priori defined vegetation types

Roelofsen, H., Verrelst, J., van Bodegom, P. M., Kooistra, L. & Witte, J. P. M., 2012, Proceedings of the 2nd Terrabites Symposium 2012, 06-08 February, Frascati, Italy. p. 78-79

Research output: Chapter in Book/Report/Conference proceedingConference paper

Supporting nitrogen management in arable farming using unmanned aerial vehicles

Kooistra, L., Bartholomeus, H., Becker, R., Borne, J., van Valkengoed, E., Serruys, P. & van der Voet, P., 2012, Proceedings i-SUP 2012, 3rd Conference “Innovation for Sustainable Production”, 06-09 May 2012, Bruges, Belgium. p. 5-5

Research output: Chapter in Book/Report/Conference proceedingConference paper

2011

Improved spectral estimation of multiple soil properties by stratification on ancillary and spectral data

Bartholomeus, H., Sabajo, C. R., van Groenestijn, A. & Kooistra, L., 2011.

Research output: Contribution to conferenceConference paperAcademic

Improved spectral-temporal indicators for the assessment of nitrogen status in potato crops

Kooistra, L., Clevers, J. G. P. W., van Vliet, P., Borne, J. & van der Velde, W., 2011.

Research output: Contribution to conferenceConference paperAcademic

Producing global land cover maps consistent over time to respond the needs of the climate modelling community

Bontemps, S., Defourny, P., van Bogaert, E., Herold, M., Kooistra, L., Kalogirou, V. & Arino, O., 2011, Producing global land cover maps consistent over time to respond the needs of the climate modelling community, Trento, Italy, 12 - 14 July, 2011. Bruzozne, L. & Bovolo, F. (eds.). Trento, Italy: The Institute of Electrical and Electronic Engineers, Inc, p. 161-164 6005073

Research output: Chapter in Book/Report/Conference proceedingConference paper

8 Citations (Scopus)

Retrieving the content and concentration of canopy chlorophyll or nitrogen using hyperspectral remote sensing

Clevers, J. G. P. W. & Kooistra, L., 2011, Proceedings 7th EARSeL Workshop of the Special Interest Group in Imaging Spectroscopy, Edinburgh, UK, 11-13 April 2011. Edinburgh, UK: EARSeL, p. 10

Research output: Chapter in Book/Report/Conference proceedingConference paper

Satellite- and ground-based measurement of WDVI to reduce herbicide use in potato haulm killing

van Evert, F. K., Voet, P., van Valkengoed, E., Kooistra, L. & Kempenaar, C., 2011.

Research output: Contribution to conferenceConference paperAcademic

Using hyperspectral remote sensing data for retrieving total canopy chlorophyll and nitrogen content

Clevers, J. G. P. W. & Kooistra, L., 2011, Proceedings 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing. Lisbon, Portugal, 6-9 June, 2011. Lisbon, Portugal: IEEE, p. 4

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access
9 Citations (Scopus)
2010

An object-based approach to quantity and quality assessment of heathland habitats in the framework of natura 2000 using hyperspectral airborne ahs images

Haest, B., Thoonen, G., Vanden Borre, J., Spanhove, T., Delalieux, S., Bertels, L., Kooistra, L., Mücher, C. A. & Scheunders, P., 2010.

Research output: Contribution to conferenceConference paperAcademic

Open Access
8 Citations (Scopus)

Assessment of the biomass and nitrogen status of natural grasslands using hyperspectral remote sensing

Kooistra, L., Roelofsen, H., Wamelink, G. W. W., Witte, J. P. M. & Clevers, J. G. P. W., 2010, Proceedings of the Hyperspectral 2010 Workshop (SP-683), Frascati, Italy, 17-19 March 2010. Frascati, Italy: ESA, p. 6

Research output: Chapter in Book/Report/Conference proceedingConference paper

Building saliency, legitimacy, and credibility towards operational global and regional land cover observations and assessments in the context of geo and observing essential climate variables (ECV’s)

Herold, M., Kooistra, L., Defourny, P. & Schmullius, C., 2010, Proceedings ESA Living Planet Symposium, ESA Special Publications SP-686, Bergen, Norway, 28 June - 2 July 2010. Bergen, Norway: ESA, Vol. SP-686. p. 10-15

Research output: Chapter in Book/Report/Conference proceedingConference paper

Mapping vegetation density properties in a river floodplain and agricultural ecosystem using CHRIS-PROBA data

Verrelst, J., Romijn, J. E., Kooistra, L., Rivera, J. P., Alonso, L. & Moreno, J., 2010, Proceedings Third International Symposium on Recent Advances In Quantitative Remote Sensing, Valencia, Spain, 27 September - 1 October 2010. p. 225-230

Research output: Chapter in Book/Report/Conference proceedingConference paper

Monitoring heathland habitat status using hyperspectral image classification and unmixing

Delalieux, S., Somers, B., Haest, B., Kooistra, L., Mücher, C. A. & Van den Borre, J., 2010.

Research output: Contribution to conferenceConference paperAcademic

5 Citations (Scopus)

Object identification and characterization with hyperspectral imagery to identify structure and function of Natura 2000 habitats

Mücher, C. A., Kooistra, L., Vermeulen, M., Haest, B., Spanhove, T., Delalieux, S., Vanden Borre, J. & Schmidt, A., 2010, Proceedings Third GEOgraphic Object-Based Image Analysis Conference 2010, Ghent, Belgium, 29 June - 2 July 2010. Ghent, Belgium, p. 5

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access

Opportunities for monitoring vegetation structure in river floodplains using high-resolution satellite data

Kooistra, L., Romijn, J. E. & Verrelst, J., 2010, Proceedings ESA Living Planet Symposium, ESA Special Publication SP-686, Bergen, Norway, 28 June - 2 July 2010. Bergen, Norway: ESA, Vol. SP-686. p. 5

Research output: Chapter in Book/Report/Conference proceedingConference paper

User requirements from the climate modelling community for next generation global products from land cover CCI project

Kooistra, L., Groenestijn, A., Kalogirou, V., Arino, O. & Herold, M., 2010, Proceedings ESA-iLEAPS-EGU joint Conference 2010, ESA Special Publications SP-688, Frascati, Italy, 3-5 November 2010. Frascati, Italy: ESA, Vol. SP-688. p. 5-5

Research output: Chapter in Book/Report/Conference proceedingConference paper

2009

Monitoring mining rehabilitation development according to methods derived from imaging spectroscopy, case study in the Sotiel-Migollas mine complex, Southern Spain

Paniagua, L., Bachmann, M., Fischer, C., Kooistra, L. & Müller, A., 2009, Proceedings of the 6th EARSeL SIG IS workshop IMAGING SPECTROSCOPY: Innovative tool for scientific and commercial environmental applications, Tel Aviv, Israel, 16-18 March 2009. Tel Aviv: EARSeL, p. 6

Research output: Chapter in Book/Report/Conference proceedingConference paper

Sensors as input for dynamic maps

Jellema, J., Gijsberts, P., Kooistra, L. & Wauben, W., 2009.

Research output: Contribution to conferenceConference paperAcademic

Soil spectroscopy as a tool to assess organic carbon, iron oxides, and clay content in the subtropical thicket biome of Eastern Cape Province of South Africa

Nocita, M., Bachmann, M., Müller, A., Kooistra, L., Powell, M. & Weel, S., 2009.

Research output: Contribution to conferenceConference paperAcademic

Spectral comparison of CHRIS/PROBA and AHS hyperspectral imagery in the framework of natura 2000 habitat monitoring

Haest, B., Kempeneers, P., Chan, J., Vanden Borre, J., Kooistra, L., Mücher, C. A. & Deronde, B., 2009.

Research output: Contribution to conferenceConference paperAcademic

Use of spectral mixture analysis for characterisation of function and structure of heathland habitat types

Kooistra, L., Mücher, C. A., Chan, J., Vanden Borre, J. & Haest, B., 2009.

Research output: Contribution to conferenceConference paperAcademic

Using hyperspectral remote sensing data for retrieving canopy water content

Clevers, J. G. P. W. & Kooistra, L., 2009, Proceedings First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS). IEEE, p. 4

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access
1 Citation (Scopus)

Using the right slope of the 970 nm absorption feature for estimating canopy water content

Clevers, J. G. P. W., Kooistra, L. & Schaepman, M. E., 2009, Proceedings of the 6th EARSeL SIG IS workshop IMAGING SPECTROSCOPY: Innovative tool for scientific and commercial environmental applications, Tel Aviv, Israel, 16-18 March 2009. Tel Aviv: EARSeL, p. 6

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access
2008
Open Access