-
2
-
-
56149114234
-
GlobCover: The most detailed portrait of Earth
-
Arino, O., Bicheron, P., Achard, F., Latham, J., Witt, R. & Weber, J.-L., 2008: GlobCover: The most detailed portrait of Earth. - European Space Agency Bulletin 2008 (136): 24-31.
-
(2008)
European Space Agency Bulletin
, vol.2008
, Issue.136
, pp. 24-31
-
-
Arino, O.1
Bicheron, P.2
Achard, F.3
Latham, J.4
Witt, R.5
Weber, J.-L.6
-
3
-
-
84860508869
-
Inter-comparison of four models for smoothing satellite sensor time-series data to estimate vegetation phenology
-
Atkinson, P.M., Jeganathan, C., Dash, J. & Atzberger, C., 2012: Inter-comparison of four models for smoothing satellite sensor time-series data to estimate vegetation phenology. - Remote Sensing of Environment 123 (0): 400-417.
-
(2012)
Remote Sensing of Environment
, vol.123
, pp. 400-417
-
-
Atkinson, P.M.1
Jeganathan, C.2
Dash, J.3
Atzberger, C.4
-
4
-
-
80051901658
-
A time series for monitoring vegetation activity and phenology at 10-daily time steps covering large parts of South America
-
Atzberger, C. & Eilers, P.H.C., 2011a: A time series for monitoring vegetation activity and phenology at 10-daily time steps covering large parts of South America. - International Journal of Digital Earth 4 (5): 365-386.
-
(2011)
International Journal of Digital Earth
, vol.4
, Issue.5
, pp. 365-386
-
-
Atzberger, C.1
Eilers, P.H.C.2
-
5
-
-
79960068688
-
Evaluating the effectiveness of smoothing algorithms in the absence of ground reference measurements
-
Atzberger, C. & Eilers, P.H.C., 2011b: Evaluating the effectiveness of smoothing algorithms in the absence of ground reference measurements. - International Journal of Remote Sensing 32 (13): 3689-3709.
-
(2011)
International Journal of Remote Sensing
, vol.32
, Issue.13
, pp. 3689-3709
-
-
Atzberger, C.1
Eilers, P.H.C.2
-
6
-
-
20944440113
-
GLC2000: A new approach to global land cover mapping from Earth observation data
-
Bartholomé, E. & Belward, A.S., 2005: GLC2000: a new approach to global land cover mapping from Earth observation data. - International Journal of Remote Sensing 26 (9): 1959-1977.
-
(2005)
International Journal of Remote Sensing
, vol.26
, Issue.9
, pp. 1959-1977
-
-
Bartholomé, E.1
Belward, A.S.2
-
7
-
-
84910107305
-
-
Springer, Berlin, Heidelberg
-
Benediktsson, J.A., Chanussot, J., Fauvel, M., Haindl, M., Kittler, J. & Roli, F., 2007: Multiple Classifier Systems in Remote Sensing: From Basics to Recent Developments. - Springer, Berlin, Heidelberg.
-
(2007)
Multiple Classifier Systems in Remote Sensing: From Basics to Recent Developments
-
-
Benediktsson, J.A.1
Chanussot, J.2
Fauvel, M.3
Haindl, M.4
Kittler, J.5
Roli, F.6
-
9
-
-
0035478854
-
Random forests
-
Breiman, L., 2001: Random Forests. - Machine Learning 45 (1): 5-32.
-
(2001)
Machine Learning
, vol.45
, Issue.1
, pp. 5-32
-
-
Breiman, L.1
-
10
-
-
0011996706
-
-
University of California, Department of Statistics., (2.7.2014)
-
Breiman, L. & Cutler, A., 2003: Setting up, using, and understanding random forests V4.0. - University of California, Department of Statistics. - http://www.stat.berkeley.edu/~breiman/ Using-random-forests-v4.0.pdf (2.7.2014).
-
(2003)
Setting Up, Using, and Understanding Random Forests V4.0
-
-
Breiman, L.1
Cutler, A.2
-
11
-
-
0000460102
-
Interval estimation for a binomial proportion
-
Brown, L.D., Cai, T.T. & Dasgupta, A., 2001: Interval Estimation for a Binomial Proportion. - Statistical Science 16 (2): 101-133.
-
(2001)
Statistical Science
, vol.16
, Issue.2
, pp. 101-133
-
-
Brown, L.D.1
Cai, T.T.2
Dasgupta, A.3
-
12
-
-
84887607665
-
Satellite based calculation of spatially distributed crop water requirements for cotton and wheat cultivation in Fergana Valley, Uzbekistan
-
Conrad, C., Rahmann, M., Machwitz, M., Stulina, G., Paeth, H. & Dech, S., 2013: Satellite based calculation of spatially distributed crop water requirements for cotton and wheat cultivation in Fergana Valley, Uzbekistan. - Global and Planetary Change 110: 88-98.
-
(2013)
Global and Planetary Change
, vol.110
, pp. 88-98
-
-
Conrad, C.1
Rahmann, M.2
Machwitz, M.3
Stulina, G.4
Paeth, H.5
Dech, S.6
-
13
-
-
30644464444
-
Gene selection and classification of microarray data using random forest
-
Díaz-Uriarte, R. & Alvarez De Andrés, S., 2006: Gene selection and classification of microarray data using random forest. - BMC bioinformatics 7 (1): 3.
-
(2006)
BMC Bioinformatics
, vol.7
, Issue.1
, pp. 3
-
-
Díaz-Uriarte, R.1
Alvarez De Andrés, S.2
-
14
-
-
84876549182
-
-
(24.1.2014)
-
Eea 2012: Biogeographic regions in Europe. - http://www.eea.europa.eu/data-and-maps/ figures/biogeographical-regions-in-europe-1 (24.1.2014).
-
(2012)
Biogeographic Regions in Europe
-
-
Eea1
-
15
-
-
84882772471
-
ECOCLIMAP-II/Europe: A twofold database of ecosystems and surface parameters at 1 km resolution based on satellite information for use in land surface, meteorological and climate models
-
Faroux, S., Kaptué Tchuenté, A.T., Roujean, J.-L., Masson, V., Martin, E. & Le Moigne, P., 2013: ECOCLIMAP-II/Europe: a twofold database of ecosystems and surface parameters at 1 km resolution based on satellite information for use in land surface, meteorological and climate models. - Geoscientific Model Development 6 (2): 563-582.
-
(2013)
Geoscientific Model Development
, vol.6
, Issue.2
, pp. 563-582
-
-
Faroux, S.1
Kaptué Tchuenté, A.T.2
Roujean, J.-L.3
Masson, V.4
Martin, E.5
Le Moigne, P.6
-
16
-
-
0036213079
-
Status of land cover classification accuracy assessment
-
Foody, G.M., 2002: Status of land cover classification accuracy assessment. - Remote Sensing of Environment 80 (1): 185-201.
-
(2002)
Remote Sensing of Environment
, vol.80
, Issue.1
, pp. 185-201
-
-
Foody, G.M.1
-
17
-
-
18644370258
-
Global land cover mapping from MODIS: Algorithms and early results
-
Friedl, M., Mciver, D., Hodges, J.C., Zhang, X., Muchoney, D., Strahler, A., Woodcock, C., Gopal, S., Schneider, A., Cooper, A., Baccini, A., Gao, F. & Schaaf, C., 2002: Global land cover mapping from MODIS: algorithms and early results. - Remote Sensing of Environment 83 (1-2): 287-302.
-
(2002)
Remote Sensing of Environment
, vol.83
, Issue.1-2
, pp. 287-302
-
-
Friedl, M.1
McIver, D.2
Hodges, J.C.3
Zhang, X.4
Muchoney, D.5
Strahler, A.6
Woodcock, C.7
Gopal, S.8
Schneider, A.9
Cooper, A.10
Baccini, A.11
Gao, F.12
Schaaf, C.13
-
18
-
-
70350041108
-
MODIS Collection 5 global land cover: Algorithm refinements and characterization of new datasets
-
Friedl, M.A., Sulla-Menashe, D., Tan, B., Schneider, A., Ramankutty, N., Sibley, A. & Huang, X., 2010: MODIS Collection 5 global land cover: Algorithm refinements and characterization of new datasets. - Remote Sensing of Environment 114 (1): 168-182.
-
(2010)
Remote Sensing of Environment
, vol.114
, Issue.1
, pp. 168-182
-
-
Friedl, M.A.1
Sulla-Menashe, D.2
Tan, B.3
Schneider, A.4
Ramankutty, N.5
Sibley, A.6
Huang, X.7
-
19
-
-
81355164155
-
Highlighting continued uncertainty in global land cover maps for the user community
-
(8.7.2014)
-
Fritz, S., See, L., Mccallum, I., Schill, C., Ober- Steiner, M.,Marijn Hannes Havlík, P., Achard, F.F., Van Der Velde, M. & Boettcher, H., 2011: Highlighting continued uncertainty in global land cover maps for the user community. - Environmental Research Letters 6 (4), http:// iopscience.iop.org/1748-9326/6/4/044005/ fulltext/ (8.7.2014).
-
(2011)
Environmental Research Letters
, vol.6
, Issue.4
-
-
Fritz, S.1
See, L.2
McCallum, I.3
Schill, C.4
Ober-Steiner, M.5
Marijn Hannes Havlík, P.6
Achard, F.F.7
Van Der Velde, M.8
Boettcher, H.9
-
20
-
-
30344471525
-
Random Forests for land cover classification
-
Gislason, P.O., Benediktsson, J.A. & Sveinsson, J.R., 2006: Random Forests for land cover classification. - Pattern Recognition Letters 27 (4): 294-300.
-
(2006)
Pattern Recognition Letters
, vol.27
, Issue.4
, pp. 294-300
-
-
Gislason, P.O.1
Benediktsson, J.A.2
Sveinsson, J.R.3
-
21
-
-
84910120477
-
-
Workshop Report at FAO, GOFCGOLD 43, Jena
-
Herold, M., Hubald, R. & Di Gregorio, A., 2009: Translating and evaluating land cover legends using the UN Land Cover Classification System (LCCS). - Workshop Report at FAO, GOFCGOLD 43, Jena.
-
(2009)
Translating and Evaluating Land Cover Legends Using the un Land Cover Classification System (LCCS)
-
-
Herold, M.1
Hubald, R.2
Di Gregorio, A.3
-
22
-
-
41249085127
-
Some challenges in global land cover mapping: An assessment of agreement and accuracy in existing 1 km datasets
-
Herold, M., Mayaux, P., Woodcock, C.E.E., Baccini, A. & Schmullius, C., 2008: Some challenges in global land cover mapping: An assessment of agreement and accuracy in existing 1 km datasets. - Remote Sensing of Environment 112 (5): 2538-2556.
-
(2008)
Remote Sensing of Environment
, vol.112
, Issue.5
, pp. 2538-2556
-
-
Herold, M.1
Mayaux, P.2
Woodcock, C.E.E.3
Baccini, A.4
Schmullius, C.5
-
23
-
-
33746354942
-
A joint initiative for harmonization and validation of land cover datasets
-
Herold, M., Woodcock, C.E., Mayaux, P., Belward, A.S., Latham, J. & Schmullius, C., 2006: A joint initiative for harmonization and validation of land cover datasets. - IEEE Transactions on Geoscience and Remote Sensing 44 (7): 1719-1727.
-
(2006)
IEEE Transactions on Geoscience and Remote Sensing
, vol.44
, Issue.7
, pp. 1719-1727
-
-
Herold, M.1
Woodcock, C.E.2
Mayaux, P.3
Belward, A.S.4
Latham, J.5
Schmullius, C.6
-
24
-
-
77958538627
-
Research priorities in land use and land-cover change for the Earth system and integrated assessment modelling
-
Hibbard, K., Janetos, A., Van Vuuren, D.P., Pongratz, J., Rose, S.K., Betts, R., Herold, M. & Feddema, J.J., 2010: Research priorities in land use and land-cover change for the Earth system and integrated assessment modelling. - International Journal of Climatology 30 (13): 2118-2128.
-
(2010)
International Journal of Climatology
, vol.30
, Issue.13
, pp. 2118-2128
-
-
Hibbard, K.1
Janetos, A.2
Van Vuuren, D.P.3
Pongratz, J.4
Rose, S.K.5
Betts, R.6
Herold, M.7
Feddema, J.J.8
-
25
-
-
0036846393
-
Overview of the radiometric and biophysical performance of the MODIS vegetation indices
-
Huete, A., Didan, K., Miura, T., Rodriguez, E.P., Gao, X. & Ferreira, L.G., 2002: Overview of the radiometric and biophysical performance of the MODIS vegetation indices. - Remote Sensing of Environment 83 (1-2): 195-213.
-
(2002)
Remote Sensing of Environment
, vol.83
, Issue.1-2
, pp. 195-213
-
-
Huete, A.1
Didan, K.2
Miura, T.3
Rodriguez, E.P.4
Gao, X.5
Ferreira, L.G.6
-
26
-
-
33645961267
-
Exploiting synergies of global land cover products for carbon cycle modeling
-
Jung, M., Henkel, K., Herold, M. & Churkina, G., 2006: Exploiting synergies of global land cover products for carbon cycle modeling. - Remote Sensing of Environment 101 (4): 534-553.
-
(2006)
Remote Sensing of Environment
, vol.101
, Issue.4
, pp. 534-553
-
-
Jung, M.1
Henkel, K.2
Herold, M.3
Churkina, G.4
-
27
-
-
79955585085
-
Comparison and relative quality assessment of the GLC2000, GlobCover, MODIS and ECOCLIMAP land cover data sets at the African continental scale
-
Kaptué Tchuenté, A.T., Roujean, J.-L. & De Jong, S.M., 2011: Comparison and relative quality assessment of the GLC2000, GlobCover, MODIS and ECOCLIMAP land cover data sets at the African continental scale. - International Journal of Applied Earth Observation and Geoinformation 13 (2): 207-219.
-
(2011)
International Journal of Applied Earth Observation and Geoinformation
, vol.13
, Issue.2
, pp. 207-219
-
-
Kaptué Tchuenté, A.T.1
Roujean, J.-L.2
De Jong, S.M.3
-
28
-
-
84870760985
-
Tree species classification with random forest using very high spatial resolution 8-band worldview-2 satellite data
-
Immitzer, M., Atzberger, C. & Koukal, T., 2012: Tree Species Classification with Random Forest Using Very High Spatial Resolution 8-Band WorldView-2 Satellite Data. - Remote Sensing 4 (9): 2661-2693.
-
(2012)
Remote Sensing
, vol.4
, Issue.9
, pp. 2661-2693
-
-
Immitzer, M.1
Atzberger, C.2
Koukal, T.3
-
29
-
-
84910126261
-
-
(7.7.2014)
-
Landcover, 2014: http://www.esa-landcover-cci.org/ (7.7.2014).
-
(2014)
-
-
Landcover1
-
30
-
-
0345040873
-
Classification and regression by randomforest
-
Liaw, A. & Wiener, M., 2002: Classification and Regression by randomForest. - R news 2 (December): 18-22.
-
(2002)
R News
, vol.2
, Issue.DECEMBER
, pp. 18-22
-
-
Liaw, A.1
Wiener, M.2
-
31
-
-
4143125530
-
Uncertainty and confidence in land cover classification using a hybrid classifier approach
-
Liu, W., Gopal, S. & Woodcock, C.E., 2004: Uncertainty and Confidence in Land Cover Classification Using a Hybrid Classifier Approach. - Photogrammetric Engineering & Remote Sensing 70 (8): 963-971.
-
(2004)
Photogrammetric Engineering & Remote Sensing
, vol.70
, Issue.8
, pp. 963-971
-
-
Liu, W.1
Gopal, S.2
Woodcock, C.E.3
-
32
-
-
0037592741
-
A global database of land surface parameters at 1-km resolution in meteorological and climate models
-
Masson, V., Champeaux, J.-L., Chauvin, F., Meriguet, C. & Lacaze, R., 2003: A Global Database of Land Surface Parameters at 1-km Resolution in Meteorological and Climate Models. - Journal of Climate 16 (9): 1261-1282.
-
(2003)
Journal of Climate
, vol.16
, Issue.9
, pp. 1261-1282
-
-
Masson, V.1
Champeaux, J.-L.2
Chauvin, F.3
Meriguet, C.4
Lacaze, R.5
-
33
-
-
84872795398
-
A methodology to generate a synergetic land-cover map by fusion of different land-cover products
-
Pérez-Hoyos, A., García-Haro, F.C.C.F.J. & Sanmiguel- Ayanz, J., 2012: A methodology to generate a synergetic land-cover map by fusion of different land-cover products. - International Journal of Applied Earth Observation and Geoinformation 19: 72-87.
-
(2012)
International Journal of Applied Earth Observation and Geoinformation
, vol.19
, pp. 72-87
-
-
Pérez-Hoyos, A.1
García-Haro, F.C.C.F.J.2
Sanmiguel-Ayanz, J.3
-
34
-
-
81355146692
-
Comparison and assessment of coarse resolution land cover maps for Northern Eurasia
-
Pflugmacher, D., Krankina, O.N., Cohen, W.B., Friedl, M.A., Sulla-Menashe, D., Kennedy, R.E., Nelson, P., Loboda, T.V., Kuemmerle, T., Dyukarev, E., Elsakov, V. & Kharuk, V.I., 2011: Comparison and assessment of coarse resolution land cover maps for Northern Eurasia. - Remote Sensing of Environment 115 (12): 3539-3553.
-
(2011)
Remote Sensing of Environment
, vol.115
, Issue.12
, pp. 3539-3553
-
-
Pflugmacher, D.1
Krankina, O.N.2
Cohen, W.B.3
Friedl, M.A.4
Sulla-Menashe, D.5
Kennedy, R.E.6
Nelson, P.7
Loboda, T.V.8
Kuemmerle, T.9
Dyukarev, E.10
Elsakov, V.11
Kharuk, V.I.12
-
35
-
-
84857753353
-
Random Forest classification of Mediterranean land cover using multi-seasonal imagery and multi-seasonal texture
-
Rodriguez-Galiano, V.F., Chica-Olmo, M., Abarca- Hernandez, F., Atkinson, P.M. & Jeganathan, C., 2012a: Random Forest classification of Mediterranean land cover using multi-seasonal imagery and multi-seasonal texture. - Remote Sensing of Environment 121: 93-107.
-
(2012)
Remote Sensing of Environment
, vol.121
, pp. 93-107
-
-
Rodriguez-Galiano, V.F.1
Chica-Olmo, M.2
Abarca- Hernandez, F.3
Atkinson, P.M.4
Jeganathan, C.5
-
36
-
-
84855970934
-
An assessment of the effectiveness of a random forest classifier for land-cover classification
-
Rodriguez-Galiano, V.F., Ghimire, B., Rogan, J., Chica-Olmo, M. & Rigol-Sanchez, J.P., 2012b: An assessment of the effectiveness of a random forest classifier for land-cover classification. - ISPRS Journal of Photogrammetry and Remote Sensing 67: 93-104.
-
(2012)
ISPRS Journal of Photogrammetry and Remote Sensing
, vol.67
, pp. 93-104
-
-
Rodriguez-Galiano, V.F.1
Ghimire, B.2
Rogan, J.3
Chica-Olmo, M.4
Rigol-Sanchez, J.P.5
-
37
-
-
33746335033
-
A method to compare and improve land cover datasets: Application to the GLC-2000 and MODIS land cover products
-
See, L. & Fritz, S., 2006: A method to compare and improve land cover datasets: Application to the GLC-2000 and MODIS land cover products. - IEEE Transactions of Geoscience and Remote Sensing 44 (7): 1740-1746.
-
(2006)
IEEE Transactions of Geoscience and Remote Sensing
, vol.44
, Issue.7
, pp. 1740-1746
-
-
See, L.1
Fritz, S.2
-
39
-
-
84877269540
-
Wavelet-based texture measures for objectbased classification of aerial images
-
Toscani, P., Immitzer, M. & Atzberger, C., 2013: Wavelet-based texture measures for objectbased classification of aerial images. - PFG - Photogrammetrie, Fernerkundung, Geoinformation 2013 (2): 105-121.
-
(2013)
PFG - Photogrammetrie, Fernerkundung, Geoinformation
, vol.2013
, Issue.2
, pp. 105-121
-
-
Toscani, P.1
Immitzer, M.2
Atzberger, C.3
-
40
-
-
67651155764
-
Hypertemporal classification of large areas using decision fusion
-
Udelhoven, T., Van Der Linden, S., Waske, B., Stellmes, M. & Hoffmann, L., 2009: Hypertemporal Classification of Large Areas Using Decision Fusion. - IEEE Geoscience and Remote Sensing Letters 6 (3): 592-596.
-
(2009)
IEEE Geoscience and Remote Sensing Letters
, vol.6
, Issue.3
, pp. 592-596
-
-
Udelhoven, T.1
Van Der Linden, S.2
Waske, B.3
Stellmes, M.4
Hoffmann, L.5
-
41
-
-
84873166271
-
Harmonizing and combining existing land cover/land use datasets for cropland area monitoring at the african continental scale
-
Vancutsem, C., Marinho, E., Kayitakire, F., See, L. & Fritz, S., 2013: Harmonizing and Combining Existing Land Cover/Land Use Datasets for Cropland Area Monitoring at the African Continental Scale. - Remote Sensing 5 (1): 19-41.
-
(2013)
Remote Sensing
, vol.5
, Issue.1
, pp. 19-41
-
-
Vancutsem, C.1
Marinho, E.2
Kayitakire, F.3
See, L.4
Fritz, S.5
-
42
-
-
0036847450
-
Atmospheric correction of MODIS data in the visible to middle infrared: First results
-
Vermote, E.F., El Saleous, N.Z. & Justice, C.O., 2002: Atmospheric correction of MODIS data in the visible to middle infrared: first results. - Remote Sensing of Environment 83 (1-2): 97-111.
-
(2002)
Remote Sensing of Environment
, vol.83
, Issue.1-2
, pp. 97-111
-
-
Vermote, E.F.1
El Saleous, N.Z.2
Justice, C.O.3
-
43
-
-
84864408692
-
Crop area mapping in West Africa using landscape stratification of MODIS time series and comparison with existing global land products
-
Vintrou, E., Desbrosse, A., Bégué, A., Traoré, S., Baron, C. & Lo Seen, D., 2012: Crop area mapping in West Africa using landscape stratification of MODIS time series and comparison with existing global land products. - International Journal of Applied Earth Observation and Geoinformation 14 (1): 83-93.
-
(2012)
International Journal of Applied Earth Observation and Geoinformation
, vol.14
, Issue.1
, pp. 83-93
-
-
Vintrou, E.1
Desbrosse, A.2
Bégué, A.3
Traoré, S.4
Baron, C.5
Lo Seen, D.6
-
44
-
-
84869231447
-
Exploiting the classification performance of support vector machines with multi-temporal moderate-resolution imaging spectroradiometer (MODIS) data in areas of agreement and disagreement of existing land cover products
-
Vuolo, F. & Atzberger, C., 2012: Exploiting the Classification Performance of Support Vector Machines with Multi-Temporal Moderate-Resolution Imaging Spectroradiometer (MODIS) Data in Areas of Agreement and Disagreement of Existing Land Cover Products. - Remote Sensing 4 (12): 3143-3167.
-
(2012)
Remote Sensing
, vol.4
, Issue.12
, pp. 3143-3167
-
-
Vuolo, F.1
Atzberger, C.2
-
45
-
-
36349007145
-
Fusion of support vector machines for classification of multisensor data
-
Waske, B. & Benediktsson, J.A., 2007: Fusion of Support Vector Machines for Classification of Multisensor Data. - Geoscience and Remote Sensing, IEEE Transactions on 45 (12): 3858-3866.
-
(2007)
Geoscience and Remote Sensing, IEEE Transactions on
, vol.45
, Issue.12
, pp. 3858-3866
-
-
Waske, B.1
Benediktsson, J.A.2
|