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Research Output 2005 2019

2019
2 Citations (Scopus)
9 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
14 Downloads (Pure)
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
6 Citations (Scopus)
111 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
25 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)
16 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
20 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
7 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)
6 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

Open Access
File
time series
divergence
temperature
weather station
Netherlands
5 Citations (Scopus)
3 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
17 Citations (Scopus)
54 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
8 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
5 Citations (Scopus)
37 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

83 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
7 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)
16 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)
39 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