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Research Output 2005 2019

2019
4 Downloads (Pure)

Evaluating the performance of a Random Forest Kernel for land cover classification

Zafari, A., Zurita-Milla, R. & Izquierdo-Verdiguier, E., 1 Mar 2019, In : Remote sensing. 11, 5, p. 1-20 20 p., 575.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
land cover
support vector machine
vegetation index
AVIRIS
matrix
Open Access
File
2018

A cloud-based multi-temporal ensemble classifier to map smallholder farming systems

Aguilar, R., Zurita-Milla, R., Izquierdo-Verdiguier, E. & de By, R. A., 2018, p. s1-s15. 15 p.

Research output: Contribution to conferenceOtherOther research output

Open Access
5 Citations (Scopus)
100 Downloads (Pure)

A Cloud-Based Multi-Temporal Ensemble Classifier to Map Smallholder Farming Systems

Aguilar, R., Zurita-Milla, R., Izquierdo-Verdiguier, E. & A. De By, R., 2018, In : Remote sensing. 10, 5, 18 p., 729.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
smallholder
farming system
crop
farm
voting

Analyzing the cross-correlation between the extended spring indices and the AVHRR start of season phenometric

Zurita-Milla, R., Bogaardt, R., Izquierdo-Verdiguier, E. & Goncalves, R., 2018, p. 1.

Research output: Contribution to conferenceAbstractOther research output

Open Access

A Spark-based platform to extract phenological information from satellite images

Bakayov, V., Goncalves, R., Zurita-Milla, R. & Izquierdo-Verdiguier, E., 2018, 2018 IEEE 14th International Conference on e-Science (e-Science). p. 354-355 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

vegetation index
time series
NDVI
remote sensing
phenology
13 Downloads (Pure)

Checking the Consistency of Volunteered Phenological Observations While Analysing Their Synchrony

Mehdipoor, H., Zurita-milla, R., Augustijn, E. & Van Vliet, A., 2018, In : ISPRS international journal of geo-information. 7, 12, 22 p., 487.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
synchrony
Wood
workflow
Availability
Temperature
4 Citations (Scopus)
14 Downloads (Pure)

Development and analysis of spring plant phenology products: 36 years of 1-km grids over the conterminous US

Izquierdo-Verdiguier, E., Zurita-Milla, R., Ault, T. R. & Schwartz, M. D., Nov 2018, In : Agricultural and forest meteorology. 262, p. 34-41 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
phenology
climate change
Great Lakes region
new products
natural resources

Identifying favorable spatio-temporal conditions for West Nile virus outbreaks by co-clustering of modis LST idences time series

Andreo, V., Izquierdo-Verdiguier, E., Zurita-Milla, R., Rosà, R., Rizzoli, A. & Papa, A., 5 Nov 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium. IEEE, p. 4670-4673 4 p.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

West Nile virus
land surface
surface temperature
time series
mosquito
8 Downloads (Pure)

Influence of source and scale of gridded temperature data on modelled spring onset patterns in the conterminous United States

Mehdipoor, H., Zurita-milla, R., Izquierdo-verdiguier, E. & Betancourt, J. L., 30 Nov 2018, In : International journal of climatology. 38, 14, p. 5430-5440 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
algal bloom
spatial resolution
temperature
product
time series
1 Downloads (Pure)
Open Access
File

Spatio-temporal Correlation between Gross Primary Production and spring onset

Izquierdo-Verdiguier, E., Moreno, A., Zurita-Milla, R., Camps-Valls, G. & Running, S., 2018, p. 1.

Research output: Contribution to conferenceAbstractOther research output

Open Access
Open Access
Supervisory personnel
Data mining
Learning systems
Urban planning
Parameterization
3 Citations (Scopus)
3 Downloads (Pure)

Triclustering Georeferenced Time Series for Analyzing Patterns of Intra-Annual Variability in Temperature

Wu, X., Zurita-Milla, R., Izquierdo Verdiguier, E. & Kraak, M-J., 2 Jan 2018, In : Annals of the American Association of Geographers. 108, 1, p. 71-87 17 p.

Research output: Contribution to journalArticleAcademicpeer-review

time series
divergence
temperature
weather station
Netherlands
5 Citations (Scopus)
2 Downloads (Pure)

Using volunteered observations to map human exposure to ticks

Garcia-Marti, I., Zurita-Milla, R., Harms, M. G. & Swart, A., 18 Oct 2018, In : Scientific reports. 8, p. 1-10 10 p., 15435.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
tick
hazard
exposure
recreational activity
ecosystem management
12 Citations (Scopus)
40 Downloads (Pure)

Vegetation phenology from Sentinel-2 and field cameras for a Dutch barrier island

Vrieling, A., Meroni, M., Darvishzadeh, R., Skidmore, A. K., Wang, T., Zurita-Milla, R., Oosterbeek, K., O'Connor, B. & Marc, P., 15 Sep 2018, In : Remote sensing of environment. 215, p. 517-529 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
barrier island
cameras
phenology
NDVI
Cameras
2017

Analysis of pixel- and object-based classification in smallholder farm fields : abstract.

Izquierdo-Verdiguier, E., Zurita-Milla, R. & de By, R. A., 2017. 1 p.

Research output: Contribution to conferenceAbstractOther research output

Open Access
7 Downloads (Pure)

A Tool to Explore Spectral, Spatial and Temporal Features of Smallholder Crops : powerpoint

de By, R. A., Zurita-Milla, R., Pasha Zadeh M., P. & Calisto, L. F., 27 Sep 2017, p. s1-s22.

Research output: Contribution to conferenceOtherOther research output

Open Access
File
smallholder
crop
farm
vegetation index
fieldwork

A Web-Based Interactive Platform for Co-Clustering Spatio-Temporal Data

Wu, X., Poorthuis, A., Zurita-milla, R. & Kraak, M. J., 2017, Proceedings ISPRS geospatial week 2017, 18-22 September 2017, Wuhan, China . Li, D. (ed.). International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. XLII-2/W7. p. 175-179 5 p. (ISPRS Archives; vol. XLII-2/W7).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
4 Citations (Scopus)
28 Downloads (Pure)

A Workflow for Automated Satellite Image Processing: from Raw VHSR Data to Object-Based Spectral Information for Smallholder Agriculture

Stratoulias, D., Tolpekin, V., De By, R., Zurita-milla, R., Retsios, V., Bijker, W., Hasan, M. & Vermote, E., 2017, In : Remote sensing. 9, 10, 20 p., 1048.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
smallholder
image processing
agriculture
sensor
crop

Citizen data scientists : an interactive, crowdsourced approach to validation and supervision : powerpoint

Ostermann, F. O., Garcia Chapeton, G. A., Zurita-Milla, R. & Kraak, M. J., 2017, p. 1s-19s. 19 p.

Research output: Contribution to conferenceOtherOther research output

Open Access
1 Citation (Scopus)

Clustering-based approaches to the exploration of spatio-temporal data + powerpoint

Wu, X., Zurita-Milla, R., Kraak, M. J. & Izquierdo-Verdiguier, E., 2017, Proceedings ISPRS geospatial week 2017, 18-22 September 2017, Wuhan, China. Li, D. & [et al], . (eds.). International Society for Photogrammetry and Remote Sensing (ISPRS), p. 1387-1391 +1s-23s ((ISPRS Archives Volume XLII-2/W7).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access

Continental-Scale Monitoring and Mapping of False Spring : A Cloud Computing Solution + powerpoint

Mehdipoor, H., Izquierdo-Verdiguier, E. & Zurita-Milla, R., 2017, Proceedings of 14th International Conference on GeoComputation Geospatial Information Sciences 2017, : Celebrating 21 Years of GeoComputation, 4-7 September 2017, Leeds, United Kingdom. University of Leeds, p. 5p. +1s-15s

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access

Emerging technologies for biometeorology : powerpoint

Mehdi Poor, H., Vanos, J. K., Zurita-Milla, R. & Cao, G., 2017, p. s1-s23. 23 p.

Research output: Contribution to conferenceOtherOther research output

Open Access

Evaluating the Performance of a Random ForestKernel for Land Cover Classification: powerpoint

Zafari, A., Zurita-Milla, R. & Izquierdo-Verdiguier, E., Nov 2017, p. s1-s16. 16 p.

Research output: Contribution to conferenceOtherOther research output

78 Downloads (Pure)

Exploring Vegetation Phenology At Continental Scales : Linking Temperature-Based Indices And Land Surface Phenological Metrics

Zurita-Milla, R., Goncalves, R., Izquierdo-Verdiguier, E. & Ostermann, F. O., 2017, Proceedings of the 2017 conference on big data from space (BiDS '17), 28-30 November 2017, Toulouse, France. Soille, P. & Marchetti, P. G. (eds.). Ispra: Joint Research Centre, p. 63-66 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Open Access
5 Citations (Scopus)
2 Downloads (Pure)

Identifying anomalously early spring onsets in the CESM large ensemble

Labe, Z., Ault, T. R. & Zurita-Milla, R., 2017, In : Climate dynamics. 48, 11-12, p. 3949-3966 18 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File

Identifying crops in smallholder farms using time series of WorldView-2 images

Zurita-Milla, R., Izquierdo-Verdiguier, E. & de By, R. A., 2017, Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp), 27-29 June 2017, Bruges, Belgium. Piscataway: IEEE, 3 p.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

3 Citations (Scopus)

Identifying environmental and human factors associated with tick bites using volunteered reports and frequent pattern mining

Garcia-Marti, I., Zurita-Milla, R., Swart, A., van den Wijngaard, K. C., van Vliet, A. J. H., Bennema, S. & Harms, M., 2017, In : Transactions in GIS. 21, 2, p. 277-299 23 p.

Research output: Contribution to journalArticleAcademicpeer-review

Integrating support vector machines and random forests to classify crops in time series of Worldview-2 images

Zafari, A., Zurita-milla, R., Izquierdo-verdiguier, E., Bruzzone, L., Bovolo, F. & Benediktsson, J. A., 4 Oct 2017, Proceedings of Image and Signal Processing for Remote Sensing XXIII, 11-14 September 2017, Warsaw, Poland. Bruzzone, L. (ed.). SPIE - The International Society for Optical Engineering, Vol. 10427. 12 p. 104270W. (Proceedings of SPIE; no. 10427).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

1 Citation (Scopus)
14 Downloads (Pure)

Mapping frequent spatio-temporal wind profile patterns using multi-dimensional sequential pattern mining : open access

Yusof, N. & Zurita-Milla, R., 2017, In : International journal of digital earth. 10, 3, p. 238-256 19 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
6 Downloads (Pure)

Mining user-generated geographic content: an interactive, crowdsourced approach to validation and supervision

Ostermann, F. O., Garcia Chapeton, G. A., Zurita-Milla, R. & Kraak, M. J., 2017, Societal Geo-Innovation: short papers, posters and poster abstracts of the 20th AGILE Conference on Geographic Information Science, 9-12 May 2017, Wageningen, the Netherlands. Bergt, A., Sarjakoski, T., van Lammeren, R. & Rip, F. (eds.). Wageningen: Wageningen University & Research Centre, 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Thesauri
Processing
Metadata
Quality control
Data mining
4 Citations (Scopus)
12 Downloads (Pure)

Modelling and mapping tick dynamics using volunteered observations

Garcia-martí, I., Zurita-milla, R., Van Vliet, A. J. H. & Takken, W., 1 Dec 2017, In : International journal of health geographics. 16, 1, p. 1-15 15 p., 41.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
2 Citations (Scopus)

On the use of guided regularized random forests to identify crops in smallholder farm fields.

Izquierdo-Verdiguier, E., Zurita-Milla, R. & de By, R. A., 2017, Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp). Piscataway: IEEE, 3 p.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

4 Citations (Scopus)

Short communication: emerging technologies for biometeorology

Mehdi Poor, H., Vanos, J. K., Zurita-milla, R. & Cao, G., 1 Sep 2017, In : International Journal of Biometeorology. 61, S1, p. 81-88 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

The combination of multiple kernel learning and one-class classifier in classifying smallholder cotton fields : abstract.

Zurita-Milla, R., Balasubramanian, K. I., Izquierdo-Verdiguier, E. & de By, R. A., 2017. 1 p.

Research output: Contribution to conferenceAbstractOther research output

Open Access

Towards the modelling and mapping of active questing ticks using random forest : powerpoint

Garcia Marti, I. & Zurita-Milla, R., 2017, p. 1s-20s. 20 p.

Research output: Contribution to conferenceOtherOther research output

Open Access

Tri‐clustering : a novel approach to explore spatio‐temporal data cubes

Zurita-Milla, R., Wu, X., Izquierdo-Verdiguier, E. & Kraak, M. J., 2017, Proceedings of GeoComputation 2017, International Conference on GeoComputation: Celebrating 21 Years of GeoComputation, 4-7 September 2017, Leeds, United Kingdom.. University of Leeds, p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
2016

A library of crop-specific information to support studies in smallholder agriculture : abstract

de By, R. A., Pasha Zadeh Monajjemi, P., Stratoulias, D., Tolpekin, V. A., Bijker, W., Zurita-Milla, R. & Kibet, S., 2016, p. 114-115. 2 p.

Research output: Contribution to conferenceAbstractOther research output

5 Downloads (Pure)

Analyzing phenological synchronicity using volunteered geographic information

Mehdi Poor, H., Zurita-Milla, R., Augustijn-Beckers, P. & van Vliet, A., 2016, The 19th AGILE International Conference on Geographic Information Science: Geospatial Data in a Changing World. Sarjakoski, T., Santos, M. Y. & Sarjakoski, L. T. (eds.). Association of Geographic Information Laboratories for Europe (AGILE), 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
flowering
horse
global change
phenology
sensitivity analysis
8 Citations (Scopus)
29 Downloads (Pure)

A novel analysis of spring phenological patterns over Europe based on co-clustering

Wu, X., Zurita-Milla, R. & Kraak, M. J., 21 Jul 2016, In : Journal of geophysical research : Biogeosciences. 121, 6, p. 1434-1448 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
phenology
terrestrial ecosystem
spatial resolution
divergence
time series

Automatic co-registration of very high resolution satellite images of smallholder farms using a 3D tree model : abstract

Tolpekin, V. A., Bijker, W., Zurita-Milla, R., Stratoulias, D. & de By, R. A., 2016, p. 116. 1 p.

Research output: Contribution to conferenceAbstractOther research output

29 Downloads (Pure)

Big Data Masterclass and DataCamp 2015

Daas, P., Braaksma, B., Aly, R., Engelhardt, Y., Hiemstra, D. & Zurita-Milla, R., 2016, Den Haag: Centraal Bureau voor de Statistiek. 36 p.

Research output: Book/ReportReportOther research output

Open Access

Clustering-based approaches to the exploration of geo-referenced time series

Wu, X., 7 Jul 2016, Enschede: University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC). 129 p.

Research output: ThesisPhD Thesis - Research UT, graduation UTAcademic

Open Access
1 Citation (Scopus)

Interactive discovery of sequential patterns in time series of wind data

Yusof, N., Zurita-milla, R., Kraak, M. J. & Retsios, V., 2 Aug 2016, In : International journal of geographical information science. 30, 8, p. 1486-1506 21 p.

Research output: Contribution to journalArticleAcademicpeer-review

Near-real time information extraction from satellite data in the framework of smallholder farming : abstract

Stratoulias, D., de By, R. A., Zurita-Milla, R., Tolpekin, V. A., Bijker, W. & Kibet, S., 24 Oct 2016, p. 115. 1 p.

Research output: Contribution to conferenceAbstractOther research output

Revisiting the extended spring indices using gridded weather data machine learning : abstract

Mehdi Poor, H., Izquierdo Verdiguier, E. & Zurita-Milla, R., 17 Apr 2016. 1 p.

Research output: Contribution to conferenceAbstractOther research output

Open Access

Transforming smallholder farming through remote sensing

Zurita-Milla, R. & de By, R. A., 2016, In : ICT Update : a current awareness bulletin for ACP agriculture. 82, p. 18-19 2 p.

Research output: Contribution to journalArticleAcademic

Use of crowd-sourced data to map smallholder fields in Africa : abstract

Kibet, S., Zurita-Milla, R., de By, R. A., Stratoulias, D., Bijker, W., Tolpekin, V. A., Soloviov, O., Blaes, X. & Traore, P. S., 24 Oct 2016, p. 116-117. 2 p.

Research output: Contribution to conferenceAbstractOther research output