Multi-source data processing middleware for land monitoring within a web-based spatial data infrastructure for Siberia

ISPRS International Journal of Geo-Information

Volumn 2, Issue 3, 2013, Pages 553-576

  Eberle, Jonas ^a   Clausnitzer, Siegfried ^a   Hüttich, Christian ^a   Schmullius, Christiane ^a  

^a FRIEDRICH SCHILLER UNIVERSITY JENA   (Germany)

Author keywords

Climate data; Data integration; Land monitoring; Middleware; MODIS; Standard compliant data provision; Time series data; Web portal

Indexed keywords

EID: 84896996937     PISSN: None     EISSN: 22209964     Source Type: Journal    
DOI: 10.3390/ijgi2030553     Document Type: Article

References (54)

1. Townshend, J.R.; Brady, M.A.; Csiszar, I.A.; Goldammer, J.G.; Justice, C.O.; Skole, D.L. A Revised Strategy for GOFC-GOLD; GOFC-GOLD Report No. 24; Food and Agriculture Organization of the United Nations: Rome, Italy, 2006.
2. Groisman, P.Y.; Bartalev, S.A. Northern Eurasia earth science partnership initiative (NEESPI), science plan overview. Global Planet. Change 2007, 56, 215-234.
3. Lentile, L.B.; Holden, Z.A.; Smith, A.M.S.; Falkowski, M.J.; Hudak, A.T.; Morgan, P.; Lewis, S.A.; Gessler, P.E.; Benson, N.C. Remote sensing techniques to assess active fire characteristics and post-fire effects. Int. J. Wildland Fire 2006, 15, 319-345.
4. Franklin, S.E. Remote Sensing for Sustainable Forest Management; Lewis Publishers: Boca Raton, FL, USA, 2001.
5. Asner, G.P.; Alencar, A. Drought impacts on the Amazon forest: The remote sensing perspective. New Phytol. 2010, 187, 569-578.
6. Rogan, J.; Chen, D. Remote sensing technology for mapping and monitoring land-cover and land-use change. Prog. Plann. 2004, 61, 301-325.
7. Justice, C.O.; Vermote, E.; Townshend, J.R.G.; Defries, R.; Roy, D.P.; Hall, D.K.; Salomonson, V.V.; Privette, J.L.; Riggs, G.; Strahler, A.; et al. The Moderate Resolution Imaging Spectroradiometer (MODIS): Land remote sensing for global change research. IEEE Trans. Geosci. Remote Sens. 1998, 36, 1228-1249.
8. Giri, C.P. Remote Sensing of Land Use and Land Cover: Principles and Applications; CRC Press: Boca Raton, FL, USA, 2012.
9. Acker, J.G.; Leptoukh, G. Online analysis enhances use of NASA earth science data. Eos Trans. Amer. Geophys. Union 2007, 88, doi: 10.1029/2007EO020003.
10. Jones, K. An introduction to data warehousing: What are the implications for network? Int. J. Network Manage. 1998, 8, 42-56.
11. Wang, J.; Li, C. Research on the Framework of Spatio-Temporal Data Warehouse. In Proceedings of the 24th International Cartographic Conference, Santiago de Chile, Chile, 15-21 November 2009.
12. Bédard, Y.; Han, J. Fundamentals of Spatial Data Warehousing for Geographic Knowledge Discovery. In Geographic Data Mining and Knowledge Discovery; Miller, H.J., Han, J., Eds.; CRC Press: Boca Raton, FL, USA, 2009; pp. 45-68.
13. Di, L. GeoBrain-A Web Services Based Geospatial Knowledge Building System. In Proceedings of NASA's Earth Science Technology Conference, Palo Alto, CA, USA, 22-24 June 2004.
14. Jiang, J.; Yang, C.; Ren, Y.; Zhu, X. A Middleware-Based Approach to Multi-Source Spatial Data. In Proceedings of 18th International Conference on Geoinformatics, Beijing, China, 18-20 June 2010; pp. 1-4.
15. Tang, J.; Ren, Y.; Yang, C.; Shen, L.; Jiang, J. A WebGIS for Sharing and Integration of Multi-Source Heterogeneous Spatial Data. In Proceedings of 2011 IEEE International Geoscience and Remote Sensing Symposium, Vancouver, Canada, 24-29 July 2011; pp. 2943-2946.
16. Mohammadi, H.; Rajabifard, A.; Williamson, I.P. Enabling Spatial Data Sharing through Multi-Source Spatial Data Integration. In Proceedings of GSID 11 World Conference, Rotterdam, The Netherlands, 15-19 June 2009.
17. Nativi, S.; Craglia, M.; Pearlman, J. The brokering approach for multidisciplinary interoperability: A position paper. Int. J. Spat. Data Infrastr. Res. 2012, 7, 1-15.
18. Nativi, S.; Khalsa, S.; Domenico, B.; Craglia, M.; Pearlman, J.; Mazzetti, P.; Rew, R. The Brokering Approach for Earth Science Cyberinfrastructure. Available online: http://semanticommunity.info/@api/deki/files/13798/=010-Domenico.pdf (accessed on 1 March 2013).
19. Hüttich, C.; Schmullius, C.; Thiel, C.; Pathe, C.; Bartalev, S.; Emelyanov, K.; Korets, M.; Shvidenko, A.; Schepaschenko, D. AP S: Assessment and Monitoring of Forest Resources in the Framework of EU-Russia Space Dialogue. In Let's Embrace Space Vol. 2; Schulte-Braucks, R., Breger, P., Bischoff, H., Borowiecka, S., Sadiq, S., Eds.; European Union: Brussels, Belgium, 2012; Volume II, pp. 164-171.
20. Cechini, M.F.; Mitchell, A.; Pilone, D. NASA Reverb: Standards-Driven Earth Science Data and Service Discovery. In AGU Fall Meeting Abstracts; American Geophysical Union: San Francisco, CA, USA, 2011; Volume 1, p. 1406.
21. Aundeen, J.L.F.; Anengieter, R.L.K.; Uswell, M.D.B. U.S. geological survey spatial data access. J. Geospatial Eng. 2002, 4, 145-152.
22. National Climatic Data Center Climate.gov: Data & Services. Available online: http://www.climate.gov/#dataServices (accessed on 6 March 2013).
23. De Freitas, R.M.; Arai, E.; Adami, M.; Ferreira, A.S.; Sato, F.Y.; Shimabukuro, Y.E.; Rosa, R.R.; Anderson, L.O.; Friedrich, B.; Rudorff, T. Virtual laboratory of remote sensing time series: Visualization of MODIS EVI2 data set over South America. J. Comput. Interdiscipl. Sci. 2011, 2, 57-68.
24. Group on Earth Observations GEO. What is GEOSS? Available online: http://www.earthobservations.org/geoss.shtml (accessed on 1 March 2013).
25. Christian, E.J. GEOSS architecture principles and the GEOSS clearinghouse. IEEE Syst. J. 2008, 2, 333-337.
26. Group on Earth Observations. The Global Earth Observation System of Systems (GEOSS) 10-Year Implementation Plan. Available online: http://www.earthobservations.org/documents/10-Year Implementation Plan.pdf (accessed on 1 March 2013).
27. World Meteorological Organization Resolution 40 (Cg-XII). Available online: http://www.wmo.int/pages/about/Resolution40.html (accessed on 2 March 2013).
28. Justice, C.; Townshend, J.R.; Vermote, E.; Masuoka, E.; Wolfe, R.; Saleous, N.; Roy, D.; Morisette, J. An overview of MODIS Land data processing and product status. Remote Sens. Environ. 2002, 83, 3-15.
29. Xiong, X.; Chiang, K.; Sun, J.; Barnes, W.L.; Guenther, B.; Salomonson, V.V. NASA EOS Terra and Aqua MODIS on-orbit performance. Adv. Space Res. 2009, 43, 413-422.
30. Wolfe, R.E.; Roy, D.P.; Vermote, E. MODIS land data storage, gridding, and compositing methodology: Level 2 grid. IEEE Trans. Geosci. Remote Sens. 1998, 36, 1324-1338.
31. NASA Land Processes Distributed Active Archive Center (LP DAAC) MODIS Overview. Available online: https://lpdaac.usgs.gov/products/modis-overview (accessed on 1 March 2013).
32. NASA Land Processes Distributed Active Archive Center (LP DAAC) Data PoolI. Available online: https://lpdaac.usgs.gov/get-data/data-pool (accessed on 1 March 2013).
33. National Snow and Ice Data Center (NSIDC) Order Data. Available online: http://nsidc.org/data/modis/order-data.html (accessed on 1 March 2013).
34. Lott, N. Global Surface Summary of Day. Available online: http://www.ncdc.noaa.gov/cgi-bin/res40.pl? page=gsod.html (accessed on 1 March 2013).
35. Lott, N.; Vose, R.; Del Greco, S.A.; Ross, T.F.; Worley, S.; Comeaux, J. The Integrated Surface Database: Partnerships and Progress. In Proceedings of the 24th Conference in IIPS, New Orleans, LA, USA, 20-24 January 2008.
36. Nebert, D.; Whiteside, A.; Vretanos, P.P. OpenGIS Catalogue Services Specification; Open Geospatial Consortium Inc.: Wayland, USA, 2007.
37. De Beaujardiere, J. OpenGIS Web Map Server Implementation Specification; Open Geospatial Consortium Inc.: Wayland, MA, USA, 2006.
38. Vretanos, P.A. Web Feature Service Implementation Specification; Open Geospatial Consortium Inc.: Wayland, MA, USA, 2005.
39. Baumann, P. OGC WCS 2.0 Interface Standard-Core; Open Geospatial Consortium Inc.: Wayland, MA, USA, 2010.
40. Bröring, A.; Stasch, C.; Echterhoff, J. OGC Sensor Observation Service Interface Standard; Open Geospatial Consortium Inc.: Wayland, MA, USA, 2012.
41. Schut, P. OpenGIS Web Processing Service; Open Geospatial Consortium Inc.: Wayland, MA, USA, 2007.
42. Neteler, M. MODIS Sinusoidal GIS SHAPE Files. Available online: http://gis.cri.fmach.it/modis-sinusoidal-gis-files/(accessed on 4 March 2013).
43. Warmerdam, F. The Geospatial Data Abstraction Library. In Open Source Approaches in Spatial Data Handling; Hall, G.B., Leahy, M., Eds.; Springer: Berlin/Heidelberg, Germany, 2008; Volume 2, pp. 87-104.
44. Obe, R.O.; Hsu, L.S. PostGIS in Action, 1st ed.; Manning Publications Co.: Stamford, CT, USA, 2011.
45. Cannata, M.; Antonovic, M. istSOS: Investigation of the Sensor Observation Service. In Proceedings of 1st International Workshop on Pervasive Web Mapping, Geo-processing and Services, Como, Italy, 26-27 August 2010.
46. Cannata, M.; Molinari, M.; Pozzoni, M. istSOS Sensor Observation Management System: A Real Case Application of Hydro-Meteorological Data for Flood Protection. In Proceedings of International Workshop of -The Role of Geomatics in ydrogeological RiskII, Padua, Italy, 27-28 February 2013.
47. Cannata, M.; Antonovic, M. Tutorial: Using istSOS. Available online: http://istgeo.ist.supsi.ch/software/istsos/tutorial.html (accessed on 8 March 2013).
48. ISO 19115:2003 Geographic Information-Metadata; International Organization for Standardization: Geneva, Switzerland, 2003.
49. Maduako, I. PostGIS-Based Heterogeneous Sensor Database Framework for the Sensor Observation Service. In Proceedings of FOSS4G Prague 2012, Prague, Czech Republic, 21-25 May 2012; epek, A., Ed.; Czech Technical University in Prague: Prague, Czech Republic, 2012; pp. 55-71.
50. Misev, D.; Baumann, P.; Seib, J. Towards large-scale meteorological data services: A case study. Datenbank-Spektrum 2012, 12, 183-192.
51. Gallaher, D.; Grant, G. Data Rods: High Speed, Time-Series Analysis of Massive Cryospheric Data Sets Using Pure Object Databases. In Proceedings of 2012 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Munich, Germany, 22-27 July 2012; pp. 5297-5300.
52. Baumann, P. Web Coverage Processing Service (WCPS) Language Interface Standard. OGC 08-068r2; Open Geospatial Consortium Inc.: Wayland, MA, USA, 2009.
53. Baumann, P. The OGC web coverage processing service (WCPS) standard. GeoInformatica 2009, 14, 447-479.
54. Smets, B.; Lacaze, R.; Pacholczyk, P.; Makmahra, H.; Baret, F.; Camacho, F.; Claes, P. Towards an Operational Delivery of a Time-Series of Essential Climate Variables for Global Land Monitoring. In Proceedings of 31st EARSeL Symposium 2011; Halounová, L., Ed.; Czech Technical University in Prague: Prague, Czech Republic, 2011; pp. 205-212.