The use of remote sensing in soil and terrain mapping — A review
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AAFC, Agriculture and Agri-Food Canada. The Canadian Soil Information System (CANSIS) and the National Soil Database (NSDB). Available online at http://sis.agr.gc.ca/cansis/intro.html accessed at [11/23/2010].
Abrams, 1995, Simulated ASTER data for geologic studies, IEEE Trans. Geosci. Remote Sens., 33, 692, 10.1109/36.387584
Abrams, 2001
Aly, 2007, Analysis of the backscattering coefficient of salt-affected soils using modeling and RADARSAT-1 SAR data, Geosci. Remote Sens. IEEE Trans., 45, 332, 10.1109/TGRS.2006.887163
Anderson, 2008, A thermal-based remote sensing technique for routine mapping of land-surface carbon, water and energy fluxes from field to regional scales, Remote Sens. Environ., 112, 4227, 10.1016/j.rse.2008.07.009
Apan, 2002, Spectral discrimination and separability analysis of agricultural crops and soil attributes using ASTER imagery
Armitage, 2004, Identification of the spectral characteristics of British semi-natural upland vegetation using direct ordination: a case study from Dartmoor, UK, Int. J. Remote Sens., 25, 3369, 10.1080/01431160310001654464
Asner, 2003, Imaging spectroscopy for desertification studies: comparing AVIRIS and EO-1 Hyperion in Argentina drylands, IEEE Trans. Geosci. Remote Sens., 41, 1283, 10.1109/TGRS.2003.812903
Australian Government, 2010, Caring for our country — monitoring, evaluation, and improvement strategy
Baldridge, 2008
Ballantine, 2005, Mapping North African landforms using continental scale unmixing of MODIS imagery, Remote Sens. Environ., 97, 470, 10.1016/j.rse.2005.04.023
Bannari, 2008, Characterization of slightly and moderately saline and sodic soils in irrigated agricultural land using simulated data of advanced land imaging (EO-1) sensor, Commun. Soil Sci. Plant Anal., 39, 2795, 10.1080/00103620802432717
Baret, 1989, TSAVI: a vegetation index which minimizes soil brightness effects on LAI and APAR estimation, Geoscience and Remote Sensing Symposium, 1989, 1355
Baret, 1993, About the soil line concept in remote sensing, Adv. Space Res., 13, 281, 10.1016/0273-1177(93)90560-X
Barnes, 2000, Multispectral data for mapping soil texture: possibilities and limitations, Appl. Eng. Agric., 16, 731, 10.13031/2013.5370
Barnes, 2003, Remote- and ground-based sensor techniques to map soil properties, Photogramm. Eng. Remote Sens., 69, 619, 10.14358/PERS.69.6.619
Bartholomeus, H., 2009. The influence of vegetation on the spectroscopic estimation of soil properties. Ph.D. Thesis., Wageningen UR, Wageningen, The Netherlands, 1–143 pp.
Bartholomeus, 2007, Determining iron content in Mediterranean soils in partly vegetated areas, using spectral reflectance and imaging spectroscopy, Int. J. Appl. Earth Obs. Geoinf., 9, 194, 10.1016/j.jag.2006.09.001
Bartholomeus, 2008, Spectral reflectance based indices for soil organic carbon quanitification, Geoderma, 145, 9, 10.1016/j.geoderma.2008.01.010
Bastiaanssen, 2005, SEBAL model with remotely sensed data to improve water-resources management under actual field conditions, J. Irrig. Drain. Eng., 131, 85, 10.1061/(ASCE)0733-9437(2005)131:1(85)
Battrick, 2005
Bechtel, 2002, Spectral properties of foliose and crustose lichens based on laboratory experiments, Remote Sens. Environ., 82, 389, 10.1016/S0034-4257(02)00055-X
Beck, 2003
Bedini, 2009, Use of HyMap imaging spectrometer data to map mineralogy in the Rodalquilar caldera, southeast Spain, International Journal of Remote Sensing, 30, 327, 10.1080/01431160802282854
Bell, 2001, The application of dielectric retrieval algorithms for mapping soil salinity in a tropical coastal environment using airborne polarimetric SAR, Remote Sens. Environ., 75, 375, 10.1016/S0034-4257(00)00180-2
Ben-Dor, 2002, Mapping of several soil properties using DAIS-7915 hyperspectral scanner data — a case study over clayey soil in Israel, Int. J. Remote Sens., 23, 20, 10.1080/01431160010006962
Ben-Dor, 2008, Imaging spectrometry for soil applications, Adv. Agron., 97, 321, 10.1016/S0065-2113(07)00008-9
Ben-Dor, 2009, Using Imaging Spectroscopy to study soil properties, Remote Sens. Environ., 113, S38, 10.1016/j.rse.2008.09.019
Bierwirth, 1990, Mineral mapping and vegetation removal via data-calibrated pixel unmixing, using multispectral images, Int. J. Remote Sens., 11, 1999, 10.1080/01431169008955157
Boardman, 1994, Geometric mixture analysis of imaging spectrometry data, Geoscience and Remote Sensing Symposium, Surface and Atmospheric Remote Sensing: Technologies, Data Anal. Interpretation., 4, 2369
Boettinger, 2010, Digital soil mapping: bridging research, environmental application, and operation
Brennan, 2006, Object-oriented land cover classification of lidar-derived surfaces, Can. journal remote sensing, 32, 162, 10.5589/m06-015
Breunig, 2008, Detection of sandy soil surfaces using ASTER-derived reflectance, emissivity and elevation data: potential for the identification of land degradation, Int. J. Remote Sens., 29, 1833, 10.1080/01431160701851791
Buis, 2009, Controls on plant functional surface cover types along a precipitation gradient in the Negev Desert of Israel, J. Arid Environ., 73, 82, 10.1016/j.jaridenv.2008.09.008
Carré, 2007, Digital soil assessments: beyond DSM, Geoderma, 142, 69, 10.1016/j.geoderma.2007.08.015
Castrignanò, 2000, Study of spatial relationships among some soil physico-chemical properties of a field in central Italy using multivariate geostatistics, Geoderma, 97, 39, 10.1016/S0016-7061(00)00025-2
Chabrillat, 2002, Use of hyperspectral images in the identification and mapping of expansive clay soils and the role of spatial resolution, Remote Sens. Environ., 82, 431, 10.1016/S0034-4257(02)00060-3
Chang, 2002, Near-infrared reflectance spectroscopic analysis of soil C and N, Soil Sci., 167, 110, 10.1097/00010694-200202000-00003
Clark, 2003, Imaging spectroscopy: earth and planetary remote sensing with the USGS Tetracorder and expert systems, J. Geophys. Res., 108, 44
Cloutis, 1989, Spectral reflectance properties of lichens: remote sensing discrimination of lichen and rock, International Geoscience and Remote Sensing Symposium, Digest, 2506
Cressie, 1991
Crow, 2008, Monitoring root-zone soil moisture through the assimilation of a thermal remote sensing-based soil moisture proxy into a water balance model, Remote Sens. Environ., 112, 1268, 10.1016/j.rse.2006.11.033
CSIRO, Australian Department of Agriculture, Fisheries and Forestry. Australian Soil Reserouce Information System (ASRIS). Available online at http://www.asris.csiro.au/index_ie.html accessed at [11/23/2010].
Cudahy, 2001, The performance of the satellite-borne Hyperion hyperspectral VNIR-SWIR imaging system for mineral mapping at Mount Fitton, South Australia., International Geoscience and Remote Sensing Symposium IGARSS '01, 314
Datt, 2003, Preprocessing EO-1 Hyperion hyperspectral data to support the application of agricultural indexes, IEEE Transactions on Geoscience and Remote Sensing, 41, 1246, 10.1109/TGRS.2003.813206
Daughtry, 2008, Mitigating the effects of soil and residue water contents on remotely sensed estimates of crop residue cover, Remote Sens. Environ., 112, 1647, 10.1016/j.rse.2007.08.006
Daughtry, 2005, Remote sensing the spatial distribution of crop residues, Agron. J., 97, 864, 10.2134/agronj2003.0291
Dehaan, 2001, Mapping irrigation-induced salinity with hyperspectral imagery, 293
Dehaan, 2003, Image-derived spectral endmembers as indicators of salinisation, Int. J. Remote Sens., 24, 775, 10.1080/01431160110107635
Dehn, 2001, Principles of semantic modeling of landform structures, Comput. Geosci., 27, 1005, 10.1016/S0098-3004(00)00138-2
Deller, 2006, Facies discrimination in laterites using Landsat Thematic Mapper, ASTER and ALI data — examples from Eritrea and Arabia, Int. J. Remote Sens., 27, 22
Demattê, 2002, Characterization and discrimination of soils by their reflected electromagnetic energy, Balanço social pesquisa agropecuária brasileira, 37, 1445, 10.1590/S0100-204X2002001000013
Demattê, 1999, Alteration of soil properties through a weathering sequence as evaluated by spectral reflectance, Soil Sci. Soc. Am. J., 63, 327, 10.2136/sssaj1999.03615995006300020010x
Demattê, 2006, Determining soil water status and other soil characteristics by spectral proximal sensing, Geoderma, 135, 179, 10.1016/j.geoderma.2005.12.002
Demattê, 2007, Spectral reflectance for the mineralogical evaluation of Brazilian low clay activity soils, Int. J. Remote Sens., 28, 4537, 10.1080/01431160701250408
Dent, 1981
Diekmann, 2003, Species indicator values as an important tool in applied plant ecology — a review, Basic Appl. Ecol., 4, 493, 10.1078/1439-1791-00185
Dijkshoorn, 2003
Dijkshoorn, 2005
Dikau, 1989, The application of a digital relief model to landform analysis in geomorphology, 51
Dobos, 2000, Use of combined digital elevation model and satellite radiometric data for regional soil mapping, Geoderma, 97, 367, 10.1016/S0016-7061(00)00046-X
Dobos, 2005
2006
Dorigo, 2007, A review on reflective remote sensing and data assimilation techniques for enhanced agroecosystem modeling, Int. J. Appl. Earth Obs. Geoinf., 9, 165, 10.1016/j.jag.2006.05.003
Earth Observation Research Center, Japan Aerospace Exploration Agency, ALOS User handbook, available online at http://www.eorc.jaxa.jp/ALOS/en/doc/alos_userhb_en.pdf accessed on [23/11/2010].
Ehsani, 2008, Geomorphometric feature analysis using morphometric parameterization and artificial neural networks, Geomorphology, 99, 1, 10.1016/j.geomorph.2007.10.002
Ehsani, 2009, A semi-automatic method for analysis of landscape elements using Shuttle Radar Topography Mission and Landsat ETM+data, Comput. Geosci., 35, 373, 10.1016/j.cageo.2007.09.019
Ellenberg, 1988
Escadafal, 1993, Remote sensing of soil color: principles and applications, Remote Sens. Rev., 7, 261, 10.1080/02757259309532181
European Communities, 2006, Communication from the commission to the council, the European Parliament, the European economic and social committee and the committee of the regions, Thematic Strategy Soil Protection. COM, 231
FAO, 2008
Farifteh, 2006, Assessing salt-affected soils using remote sensing, solute modelling, and geophysics, Geoderma, 130, 191, 10.1016/j.geoderma.2005.02.003
Farifteh, 2008, Spectral characteristics of salt-affected soils: a laboratory experiment, Geoderma, 145, 196, 10.1016/j.geoderma.2008.03.011
Farr, 2000, The shuttle radar topography mission, 63
Farrand, 1997, Mapping the distribution of mine tailings in the Coeur d'Alene River Valley, Idaho, through the use of a constrained energy minimization technique, Remote Sens. Environ., 59, 64, 10.1016/S0034-4257(96)00080-6
Finke, 2001, Georeferenced soil database for europe: manual of procedures (version 1.1)
Florinsky, 1998, Combined analysis of digital terrain models and remotely sensed data in landscape investigations, Prog. Phys. Geogr., 22, 28, 10.1177/030913339802200102
Forde, 2008, Understanding the limits to generalizability of experimental evolutionary models, Nature, 455, 220, 10.1038/nature07152
French, 2005, Surface energy fluxes with the Advanced Spaceborne Thermal Emission and Reflection radiometer (ASTER) at the Iowa 2002 SMACEX site (USA), Remote Sens. Environ., 99, 55, 10.1016/j.rse.2005.05.015
Friedl, 1997, Decision tree classification of land cover from remotely sensed data, Remote Sens. Environ., 61, 399, 10.1016/S0034-4257(97)00049-7
Gail, 1994, 170
Gallant, 2009, Enhancing the SRTM Dataa for Australia
Galvão, 2001, Variations in reflectance of tropical soils: Spectral–chemical composition relationships from AVIRIS data, Remote Sens. Environ., 75, 245, 10.1016/S0034-4257(00)00170-X
Galvão, 2008, Relationships between the mineralogical and chemical composition of tropical soils and topography from hyperspectral remote sensing data, ISPRS J. Photogramm. Remote Sens., 63, 259, 10.1016/j.isprsjprs.2007.09.006
García-Haro, 2005, A new tool for variable multiple endmember spectral mixture analysis (VMESMA), Int. J. Remote Sens., 26, 2135, 10.1080/01431160512331337817
Genú, 2006, Determination of soil attribute contents by means of reflected electromagnetic energy, Int. J. Remote Sens., 27, 4807, 10.1080/01431160600568926
Gessler, 1995, Soil-landscape modelling and spatial prediction of soil attributes, Int. J. Geogr. Inf. Sci., 9, 421, 10.1080/02693799508902047
Glasser, 2008, The glacial geomorphology and Pleistocene history of South America between 38°S and 56°S, Quatern. Sci. Rev., 27, 365, 10.1016/j.quascirev.2007.11.011
Gomez, 2008, Soil organic carbon prediction by hyperspectral remote sensing and field vis-NIR spectroscopy: an Australian case study, Geoderma, 146, 403, 10.1016/j.geoderma.2008.06.011
Goovaerts, 1999, Geostatistics in soil science: state-of-the-art and perspectives, Geoderma, 89, 1, 10.1016/S0016-7061(98)00078-0
Green, 1998, Imaging spectroscopy and the airborne visible/infrared imaging spectrometer (AVIRIS), Remote Sens. Environ., 65, 227, 10.1016/S0034-4257(98)00064-9
Green, 2003, On-orbit radiometric and spectral calibration characteristics of EO-1 Hyperion derived with an underflight of AVIRIS and in situ measurements at Salar de Arizaro, Argentina, Geosci. Remote Sens. IEEE Trans., 41, 1194, 10.1109/TGRS.2003.813204
Grunwald, 2009, Multi-criteria characterization of recent digital soil mapping and modeling approaches, Geoderma, 152, 195, 10.1016/j.geoderma.2009.06.003
Hahn, 2008, Estimation of soil types by non linear analysis of remote sensing data, Nonlinear Processes Geophys., 15, 115, 10.5194/npg-15-115-2008
Hansen, 2009, Inductively mapping expert-derived soil-landscape units within dambo wetland catenae using multispectral and topographic data, Geoderma, 150, 72, 10.1016/j.geoderma.2009.01.013
Hengl, 2008
Hengl, 2004, A generic framework for spatial prediction of soil variables based on regression-kriging, Geoderma, 120, 75, 10.1016/j.geoderma.2003.08.018
Hengl, 2007, About regression-kriging: from equations to case studies, Comput. Geosci., 33, 1301, 10.1016/j.cageo.2007.05.001
Heuvelink, 2001, Modelling soil variation: past, present, and future, Geoderma, 100, 269, 10.1016/S0016-7061(01)00025-8
Hewitt, 1993, Predictive modelling in soil survey, Soils Fertilizers, 56, 10
Hill, 2000, Extending Ellenberg's indicator values to a new area: an algorithmic approach, J. Appl. Ecol., 37, 3, 10.1046/j.1365-2664.2000.00466.x
Hodgson, 2003, An evaluation of LIDAR- and IFSAR-derived digital elevation models in leaf-on conditions with USGS Level 1 and Level 2 DEMs, Remote Sens. Environ., 84, 295, 10.1016/S0034-4257(02)00114-1
Hofton, 2006, Validation of SRTM elevations over vegetated and non-vegetated terrain using medium footprint lidar, Photogramm. Eng. Remote Sens., 72, 249, 10.14358/PERS.72.3.279
Hu, 2007, Nonlinear control design for linear differential inclusions via convex hull of quadratics, Automatica, 43, 685, 10.1016/j.automatica.2006.10.015
Hubbard, 2005, Mineral mapping on the Chilean–Bolivian Altiplano using co-orbital ALI, ASTER and Hyperion imagery: data dimensionality issues and solutions, Remote Sens. Environ., 99, 173, 10.1016/j.rse.2005.04.027
Hubbard, 2003, Comparative alteration mineral mapping using visible to shortwave infrared (0.4–2.4μm) Hyperion, ALI, and ASTER imagery, 41, 1401
Hudson, 1992, The soil survey as paradigm-based science, Soil Sci. Soc. Am. J., 56, 836, 10.2136/sssaj1992.03615995005600030027x
Huete, 1988, A soil-adjusted vegetation index (SAVI), Remote Sens. Environ., 25, 295, 10.1016/0034-4257(88)90106-X
Huete, 2003, Land cover conversion and degradation analyses through coupled soil–plant biophysical parameters derived from Hyperspectral EO-1 Hyperion, 41, 1268
Irvin, 1997, Fuzzy and isodata classification of landform elements from digital terrain data in Pleasant Valley, Wisconsin, Geoderma, 77, 137, 10.1016/S0016-7061(97)00019-0
Iwahashi, 2007, Automated classifications of topography from DEMs by an unsupervised nested-means algorithm and a three-part geometric signature, Geomorphology, 86, 409, 10.1016/j.geomorph.2006.09.012
Jabbar, 2008, Land degradation due to salinization in arid and semi-arid regions with the aid of geo-information techniques, Geo spatial Inf. Sci., 11, 112, 10.1007/s11806-008-0013-z
Jenny, 1941
Julien, 2009, The Yearly Land Cover Dynamics (YLCD) method: an analysis of global vegetation from NDVI and LST parameters, Remote Sens. Environ., 113, 329, 10.1016/j.rse.2008.09.016
Kettles, 2000, Integrating Landsat, geologic, and airborne gamma ray data as an aid to surficial geology mapping and mineral exploration in the Manitouwadge area, Ontario, Photogramm. Eng. Remote Sens., 66, 437
Kiang, 2007, Spectral signatures of photosynthesis. I. Review of earth organisms, Astrobiology, 7, 222, 10.1089/ast.2006.0105
King, 1994, Development of a soil geographic database from the Soil Map of the European Communities, Catena, 21, 37, 10.1016/0341-8162(94)90030-2
Klingseisen, 2008, Geomorphometric landscape analysis using a semi-automated GIS-approach, Environ. Modell. Softw., 23, 109, 10.1016/j.envsoft.2007.05.007
Knotters, 1995, A comparison of kriging, co-kriging and kriging combined with regression for spatial interpolation of horizon depth with censored observations, Geoderma, 67, 227, 10.1016/0016-7061(95)00011-C
Kriebel, 1978, Average variability of the radiation reflected by vegetated surfaces due to differing irradiations, Remote Sens. Environ., 7, 81, 10.1016/0034-4257(78)90010-X
Kruse, 1993, The spectral image processing system (SIPS)-interactive visualization and analysis of imaging spectrometer data, Remote Sens. Environ., 44, 145, 10.1016/0034-4257(93)90013-N
Kruse, 2002, Evaluation and validation of EO-1 Hyperion for geologic mapping, 593
Kruse, 2003, Comparison of airborne hyperspectral data and EO-1 Hyperion for mineral mapping, 41, 1388
Lagacherie, 1997, Addressing geographical data errors in a classification tree for soil unit prediction, Int. J. Geogr. Inf. Sci., 11, 183, 10.1080/136588197242455
Lagacherie, 2007, 31
Lagacherie, 2008, Estimation of soil clay and calcium carbonate using laboratory, field and airborne hyperspectral measurements, Remote Sens. Environ., 112, 825, 10.1016/j.rse.2007.06.014
Lambert, 2002
Lasne, 2008, Effect of salinity on the dielectric properties of geological materials: implication for soil moisture detection by means of radar remote sensing, IEEE Trans. Geosci. Remote Sens., 46, 1674, 10.1109/TGRS.2008.916220
Launeau, 2004, Comparison between field measurements and airborne visible and infrared mapping spectrometry (AVIRIS and HyMap) of the Ronda peridotite massif (south-west Spain), International Journal of Remote Sensing, 25, 2773, 10.1080/01431160310001609699
Le Bas, 1998
Leighty, 2004
Liaghat, 2010, A review: The role of remote sensing in precision agriculture, Am. journal agricultural biological sciences, 5, 6
Los, 1994, A global 1° by 1° NDVI data set for climate studies derived from the GIMMS continental NDVI data, Int. J. Remote Sens., 15, 3493, 10.1080/01431169408954342
Lozano-Garcia, 1991, Assessment of regional biomass–soil relationships using vegetation indexes, IEEE Trans. Geosci. Remote Sens., 29, 331, 10.1109/36.73676
Lu, 2007, A survey of image classification methods and techniques for improving classification performance, Int. J. Remote Sens., 28, 823, 10.1080/01431160600746456
Luo, 2005, Removing vegetation using unsupervised fully constrained least squares linear spectral mixture analysis method in soils surveying by remote sensing Proceedings of SPIE, 90
MacMillan, 2004, Defining a hierarchy of spatial entities for environmental analysis and modeling using digital elevation models (DEMs), Comput. Environ. Urban Syst., 28, 175, 10.1016/S0198-9715(03)00019-X
MacMillan, 2007, Automated predictive ecological mapping in a Forest Region of B.C., Canada, 2001–2005, Geoderma, 140, 353, 10.1016/j.geoderma.2007.04.027
Madhavan, 1997, Revealing the geology of the Great Nicobar Island, Indian Ocean, by the interpretation of airborne synthetic aperture radar images, Int. J. Remote Sens., 18, 2723, 10.1080/014311697217305
Mahecha, 2008, Revealing biogeographical patterns by nonlinear ordinations and derived anisotropic spatial filters, Glob. Ecol. Biogeogr., 17, 284, 10.1111/j.1466-8238.2007.00368.x
Mahoney, 2002, Geologic and regolith mapping for mineral exploration in the Gawler Craton of South Australia using Hyperion and other remote sensing techniques, 1779
Martelet, 2006, Classifying airborne radiometry data with Agglomerative Hierarchical Clustering: a tool for geological mapping in context of rainforest (French Guiana), Int. J. Appl. Earth Obs. Geoinf., 8, 208, 10.1016/j.jag.2005.09.003
Martin, 2005, Classification of soil- and bedrock-dominated landslides in British Columbia using segmentation of satellite imagery and DEM data, Int. J. Remote Sens., 26, 1505, 10.1080/01431160412331330202
Martini, 2004, Operational airborne hyperspectral remote sensing for global geothermal exploration, 626
McBratney, 1991, The use of region partitioning to improve the representation of geostatistically mapped soil attributes, Eur. J. Soil Sci., 42, 513, 10.1111/j.1365-2389.1991.tb00427.x
McBratney, 2000, An overview of pedometric techniques for use in soil survey, Geoderma, 97, 293, 10.1016/S0016-7061(00)00043-4
McBratney, 2006, Spectral soil analysis and inference systems: a powerful combination for solving the soil data crisis, Geoderma, 136, 272, 10.1016/j.geoderma.2006.03.051
McCarty, 2002, Mid-infrared and near-infrared diffuse reflectance spectroscopy for soil carbon measurement, Soil Sci. Soc. Am. J., 66, 640, 10.2136/sssaj2002.0640
McKenzie, 1999, Spatial prediction of soil properties using environmental correlation, Geoderma, 89, 67, 10.1016/S0016-7061(98)00137-2
Melendez-Pastor, 2010, Applying imaging spectroscopy techniques to map saline soils with ASTER images, Geoderma, 158, 55, 10.1016/j.geoderma.2010.02.015
METI/ERSDAC, N.L., USGS/EROS, 2009. ASTER Global DEM Validation summary report.
Metternicht, 2003, Categorical fuzziness: a comparison between crisp and fuzzy class boundary modelling for mapping salt-affected soils using Landsat TM data and a classification based on anion ratios, Ecol. Modell., 168, 371, 10.1016/S0304-3800(03)00147-9
Metternicht, 1998, Estimating erosion surface features by linear mixture modeling, Remote Sens. Environ., 64, 254, 10.1016/S0034-4257(97)00172-7
Metternicht, 2003, Remote sensing of soil salinity: potentials and constraints, Remote Sens. Environ., 85, 1, 10.1016/S0034-4257(02)00188-8
Minár, 2008, Elementary forms for land surface segmentation: the theoretical basis of terrain analysis and geomorphological mapping, Geomorphology, 95, 236, 10.1016/j.geomorph.2007.06.003
Minasny, 2008, Regression rules as a tool for predicting soil properties from infrared reflectance spectroscopy, Chemom. Intell. Lab. Syst., 94, 72, 10.1016/j.chemolab.2008.06.003
Minasny, 2008, Using soil knowledge for the evaluation of mid-infrared diffuse reflectance spectroscopy for predicting soil physical and mechanical properties, Eur. J. Soil Sci., 59, 960, 10.1111/j.1365-2389.2008.01058.x
Minasny, 2009, Evaluating near infrared spectroscopy for field prediction of soil properties, Aust. J. Soil Res., 47, 664, 10.1071/SR09005
Mirik, 2005, Hyperspectral one-meter-resolution remote sensing in Yellow Stone Park Wyoming: II, Biomass. Rangeland Ecol. Manage., 58, 459, 10.2111/04-18.1
Moore, 1993, Soil attribute prediction using terrain analysis, Soil Sci. Soc. Am. J., 57, 443, 10.2136/sssaj1993.03615995005700020026x
Moore, 2003, Using geomorphological rules to classify photogrammetrically-derived digital elevation models, Int. J. Remote Sens., 24, 2613, 10.1080/0143116031000066891
Moran, 2002, Spatial data mining for enhanced soil map modelling, Int. J. Geogr. Inf. Sci., 16, 533, 10.1080/13658810210138715
Morvan, 2008, Soil monitoring in Europe: a review of existing systems and requirements for harmonisation, Sci. The Total Environ., 391, 1, 10.1016/j.scitotenv.2007.10.046
Mougenot, 1993, Remote sensing of salt affected soils, Remote Sens. Rev., 7, 241, 10.1080/02757259309532180
Mücher, 2009, Modelling the spatial distribution of Natura 2000 habitats across Europe, Landscape Urban Plann., 92, 148, 10.1016/j.landurbplan.2009.04.003
Nachtergaele, 1999, From the soil map of the world to the digital global soil and terrain database: 1960–2002
Nanni, 2006, Spectral reflectance methodology in comparison to traditional soil analysis, Soil Sci. Soc. Am. J., 70, 393, 10.2136/sssaj2003.0285
Ninomiya, 2005, Detecting lithology with Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) multispectral thermal infrared ‘radiance-at-sensor’ data, Remote Sens. Environ., 99, 127, 10.1016/j.rse.2005.06.009
Odeh, 2000, Using AVHRR images for spatial prediction of clay content in the lower Namoi Valley of eastern Australia, Geoderma, 97, 237, 10.1016/S0016-7061(00)00041-0
Odeh, 2008, Spatial analysis of soil salinity and soil structural stability in a semi-arid region of New South Wales, Australia, Environ. Manage., 42, 265, 10.1007/s00267-008-9100-z
Odeh, 1994, Spatial prediction of soil properties from landform attributes derived from a digital elevation model, Geoderma, 63, 197, 10.1016/0016-7061(94)90063-9
Oldeman, 1993, A world soils and terrain digital database (SOTER) — An improved assessment of land resources, Geoderma, 60, 309, 10.1016/0016-7061(93)90033-H
Omuto, 2007, Remote sensing techniques for rapid detection of soil physical degradation, Int. J. Remote Sens., 28, 4785, 10.1080/01431160701260357
Otto, 2010, New GML-based application schema for landforms, processes and their interaction, landform — structure, evolution, 21, 10.1007/978-3-540-75761-0
Otto, 2010, Semi-automatic digital landform mapping, landform — structure, evolution, process control, 37, 10.1007/978-3-540-75761-0
Pagnutti, 2009
Pal, 2003, An assessment of the effectiveness of decision tree methods for land cover classification, Remote Sens. Environ., 86, 554, 10.1016/S0034-4257(03)00132-9
Palacios-Orueta, 1998, Remote sensing of soil properties in the Santa Monica Mountains I. Spectral analysis, Remote Sens. Environ., 65, 170, 10.1016/S0034-4257(98)00024-8
Palacios-Orueta, 1999, Remote sensing of soils in the Santa Monica Mountains: II. Hierarchical foreground and background analysis, Remote Sens. Environ., 68, 138, 10.1016/S0034-4257(98)00106-0
Panciera, 2009, Evaluation of the SMOS L-MEB passive microwave soil moisture retrieval algorithm, Remote Sens. Environ., 113, 435, 10.1016/j.rse.2008.10.010
Petersen, 2009, SRTM DEM levels over papyrus swamp vegetation — a correction approach, Adv. GeoSciences, 21, 81, 10.5194/adgeo-21-81-2009
Phillips, 2009, An adaptive noise-filtering algorithm for AVIRIS data with implications for classification accuracy, IEEE Trans. Geosci. Remote Sens., 47, 3168, 10.1109/TGRS.2009.2020156
Pieters, 2009, The Moon mineralogy mapper on Chandrayaan-1, Curr. Sci., 96, 500
Plaza, 2008, D6.1 — algorithm theoretical basis document, 117
Prima, 2006, Supervised landform classification of Northeast Honshu from DEM-derived thematic maps, Geomorphology, 78, 373, 10.1016/j.geomorph.2006.02.005
Qi, 1994, A modified soil adjusted vegetation index, Remote Sens. Environ., 48, 119, 10.1016/0034-4257(94)90134-1
Qi, 2002, RANGES improves satellite-based information and land cover assessments in southwest United States, EOS Transitions, 83
Quinlan, 1993
Raper, 1995, Development of a geomorphological spatial model using object-oriented design, Int. J. Geogr. information systems, 9, 359, 10.1080/02693799508902044
Rasemann, 2004, Geomorphometry in mountain terrain
Rayburg, 2009, A comparison of digital elevation models generated from different data sources, Geomorphology, 106, 261, 10.1016/j.geomorph.2008.11.007
Richter, 2002, Geo-atmospheric processing of airborne imaging spectrometry data. Part 2: Atmospheric/topographic correction, Int. J. Remote Sens., 23, 2631, 10.1080/01431160110115834
Roberts, 1993, Green vegetation, nonphotosynthetic vegetation, and soils in AVIRIS data, Remote Sens. Environ., 44, 255, 10.1016/0034-4257(93)90020-X
Rogan, 2001, Mapping fire-induced vegetation depletion in the Peloncillo Mountains, Arizona and New Mexico, Int. J. Remote Sens., 22, 3101, 10.1080/01431160152558279
Rogge, 2007, Integration of spatial–spectral information for the improved extraction of endmembers, Remote Sens. Environ., 110, 287, 10.1016/j.rse.2007.02.019
Rondeaux, 1996, Optimization of soil-adjusted vegetation indices, Remote Sens. Environ., 55, 95, 10.1016/0034-4257(95)00186-7
Rossiter, 2004, Digital soil resource inventories: status and prospects, Soil Use Manage., 20, 296, 10.1079/SUM2004258
Rowan, 2003, Lithologic mapping in the Mountain Pass, California area using Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) data, Remote Sens. Environ., 84, 350, 10.1016/S0034-4257(02)00127-X
Saadat, 2008, Landform classification from a digital elevation model and satellite imagery, Geomorphology, 100, 453, 10.1016/j.geomorph.2008.01.011
Salford-Systems, 2002
Salisbury, 1992, Infrared (8–14μm) remote sensing of soil particle size, Remote Sens. Environ., 42, 157, 10.1016/0034-4257(92)90099-6
Santos, 2004, Mining geo-referenced data with qualitative spatial reasoning strategies, Comput. Graph., 28, 371, 10.1016/j.cag.2004.03.003
Satterwhite, 1985, Effects of lichens on the reflectance spectra of granitic rock surfaces, Remote Sens. Environ., 18, 105, 10.1016/0034-4257(85)90041-0
Saunders, 1999, Model for hydrocarbon microseepage and related near-surface alterations, AAPG Bull., 83, 170
Schaepman, 2007, River floodplain vegetation scenario development using imaging spectroscopy derived products as input variables in a dynamic vegetation model, Photogramm. Eng. Remote Sens., 73, 1179, 10.14358/PERS.73.10.1179
Schmidt, 2004, Fuzzy land element classification from DTMs based on geometry and terrain position, Geoderma, 121, 243, 10.1016/j.geoderma.2003.10.008
Schmidtlein, 2005, Imaging spectroscopy as a tool for mapping Ellenberg indicator values, J. Appl. Ecol., 42, 966, 10.1111/j.1365-2664.2005.01064.x
Schmidtlein, 2007, Mapping the floristic continuum: ordination space position estimated from imaging spectroscopy, J. Veg. Sci., 18, 131, 10.1111/j.1654-1103.2007.tb02523.x
Schneevoigt, 2008, Detecting Alpine landforms from remotely sensed imagery, pilot study Bavarian Alps. Geomorph., 93, 104
Scull, 2003, Predictive soil mapping: A review, Progress in Physical Geography, 27, 7, 10.1191/0309133303pp366ra
Scull, 2005, The application of classification tree analysis to soil type prediction in a desert landscape, Ecol. Modell., 181, 1, 10.1016/j.ecolmodel.2004.06.036
Selige, 2006, High resolution topsoil mapping using hyperspectral image and field data in multivariate regression modeling procedures, Geoderma, 136, 235, 10.1016/j.geoderma.2006.03.050
Serbin, 2009, Effects of soil composition and mineralogy on remote sensing of crop residue cover, Remote Sens. Environ., 113, 224, 10.1016/j.rse.2008.09.004
Singh, 2007, An efficient modeling with GA approach to retrieve soil texture, moisture and roughness from ERS-2 SAR data, Prog. Electromagnetics Res., 77, 121, 10.2528/PIER07071803
Singh, 2004, An approach to correlate NDVI with soil colour for erosion process using NOAA/AVHRR data, Adv. Space Res., 33, 328, 10.1016/S0273-1177(03)00468-X
Singh, 2006, Environmental degradation analysis using NOAA/AVHRR data, Adv. Space Res., 37, 720, 10.1016/j.asr.2004.12.052
Singhroy, 2000, Satellite based engineering-terrain mapping of Canada's boreal forest region, 131
Singhroy, 2004, Geological case studies related to RADARSAT-2, Can. J. Remote Sens., 30, 10, 10.5589/m04-050
Singhroy, 2003, Terrain interpretation from SAR techniques, 106
Slaymaker, 2001, The role of remote sensing in geomorphology and terrain analysis in the Canadian Cordillera, Int. J. Appl. Earth Obs. Geoinf., 3, 7, 10.1016/S0303-2434(01)85016-9
Soil Survey Staff a, Natural Resources Conservation Service, United States Department of Agriculture, American Web Soil Survey. Available online at http://websoilsurvey.nrcs.usda.gov accessed [11/23/2010].
Soil Survey Staff b, Natural Resources Conservation Service, United States Department of Agriculture. Soil Survey Geographic (SSURGO). Available online at http://soildatamart.nrcs.usda.gov accessed [11/23/2010].
Solheim, 2000, Measurement and modeling of the spectral and directional reflection properties of lichen and moss canopies, Remote Sens. Environ., 72, 78, 10.1016/S0034-4257(99)00093-0
Sommer, 2003, Hierarchical data fusion for mapping soil units at field scale, Geoderma, 112, 179, 10.1016/S0016-7061(02)00305-1
Souza, 2003, Mapping forest degradation in the Eastern Amazon from SPOT 4 through spectral mixture models, Remote Sensing of Environment, 87, 494, 10.1016/j.rse.2002.08.002
Spiess, 2003
Stolbovoi, 2002
Stoner, 1981, Characteristic variations in reflectance of surface soils, Soil Sci. Soc. Am. J., 45, 5, 10.2136/sssaj1981.03615995004500060031x
Stoorvogel, 2009, Implementation and evaluation of existing knowledge for digital soil mapping in Senegal, Geoderma, 149, 161, 10.1016/j.geoderma.2008.11.039
Stuffler, 2009, Hyperspectral imaging—An advanced instrument concept for the EnMAP mission (Environmental Mapping and Analysis Programme), Acta Astronautica, 65, 1107, 10.1016/j.actaastro.2009.03.042
Su, 2002, The Surface Energy Balance System (SEBS) for estimation of turbulent heat fluxes, Hydrol. Earth Syst. Sci., 6, 85, 10.5194/hess-6-85-2002
Su, 2005, Modeling evapotranspiration during SMACEX: comparing two approaches for local- and regional-scale prediction, J. Hydrometeorology, 6, 910, 10.1175/JHM466.1
Sullivan, 2005, IKONOS Imagery to estimate surface soil property variability in two Alabama Physiographies, Soil Science Society of America Journal, 29, 1789, 10.2136/sssaj2005.0071
Sumfleth, 2008, Prediction of soil property distribution in paddy soil landscapes using terrain data and satellite information as indicators, Ecol. Indic., 8, 485, 10.1016/j.ecolind.2007.05.005
Sun, 2008, Mapping plant functional types from MODIS data using multisource evidential reasoning, Remote Sens. Environ., 112, 1010, 10.1016/j.rse.2007.07.022
Tagil, 2008, GIS-Based automatic landform classification and topographic, landcover and geologic attributes of landforms around the Yazoren Polje, Turkey, Journal of Applied Sciences, 8, 12, 10.3923/jas.2008.910.921
Taramelli, 2009, Map of deep seated gravitational slope deformations susceptibility in central Italy derived from SRTM DEM and spectral mixing analysis of the Landsat ETM+data, Int. J. Remote Sens., 30, 357, 10.1080/01431160802339449
Taylor, 2000, Salinity mapping with hyperspectral imagery, 512
Taylor, 1996, Characterization of saline soils using airborne radar imagery, Remote Sens. Environ., 57, 127, 10.1016/0034-4257(95)00239-1
Teruiya, 2008, Integrating airborne SAR, Landsat TM and airborne geophysics data for improving geological mapping in the Amazon region: the Cigano Granite, Caraja's Province, Brazil, Int. J. Remote Sens., 29, 3957, 10.1080/01431160801891838
Thomasson, 2001, Soil reflectance sensing for determining soil properties in precision agriculture, Trans. ASABE, 44, 1445, 10.13031/2013.7002
Tribe, 1992, Automated recognition of valley lines and drainage networks from grid digital elevation models: a review and a new method, J. Hydrol., 139, 263, 10.1016/0022-1694(92)90206-B
Tucker, 1979, Red and photographic infrared linear combinations for monitoring vegetation, Remote Sens. Environ., 8, 127, 10.1016/0034-4257(79)90013-0
Tucker, 1985, Satellite remote sensing of total herbaceous biomass production in the Senegalese Sahel: 1980–1984, Remote Sens. Environ., 17, 233, 10.1016/0034-4257(85)90097-5
Ulrich, 2009, Spectral characterization of periglacial surfaces and geomorphological units in the Arctic Lena Delta using field spectrometry and remote sensing, Remote Sens. Environ., 113, 1220, 10.1016/j.rse.2009.02.009
United, 1994, 58
United States Department of Agriculture, N.R.C.S, 2006, Land resource regions and major land resource areas of the United States
Ustin, 2010, Remote sensing of plant functional types, New Phytol., 186, 795, 10.1111/j.1469-8137.2010.03284.x
van Asselen, 2006, Expert-driven semi-automated geomorphological mapping for a mountainous area using a laser DTM, Geomorphology, 78, 309, 10.1016/j.geomorph.2006.01.037
Van Der Kwast, J., 2009. Quantification of top soil moisture patterns Evaluation of field methods, process-based modelling, remote sensing and an integrated approach, Ph.D. Thesis., Utrecht Univeristy, Utrecht, 1–317 pp.
van Engelen, 2008
van Engelen, 1995
van Engelen, 2006
Viscarra Rossel, 2008, ParLeS: software for chemometric analysis of spectroscopic data, Chemom. Intell. Lab. Syst., 90, 72, 10.1016/j.chemolab.2007.06.006
Viscarra Rossel, 2006, Colour space models for soil science, Geoderma, 133, 320, 10.1016/j.geoderma.2005.07.017
Viscarra Rossel, 2006, Visible, near infrared, mid infrared or combined diffuse reflectance spectroscopy for simultaneous assessment of various soil properties, Geoderma, 131, 59, 10.1016/j.geoderma.2005.03.007
Viscarra Rossel, 2009, In situ measurements of soil colour, mineral composition and clay content by vis-NIR spectroscopy, Geoderma, 150, 253, 10.1016/j.geoderma.2009.01.025
Viscarra Rossel, 2008, Diffuse reflectance spectroscopy as a tool for digital soil mapping, 165
Wagner, 2000, Large-scale soil moisture mapping in Western Africa using the ERS Scatterometer, IEEE Trans. Geosci. Remote Sens., 38, 6, 10.1109/36.851761
Wagner, 2007
Wang, 2007, Different responses of MODIS-derived NDVI to root-zone soil moisture in semi-arid and humid regions, J. Hydrol., 340, 12, 10.1016/j.jhydrol.2007.03.022
Warell, 2003, Properties of the Hermean regolith: III. Disk-resolved vis-NIR reflectance spectra and implications for the abundance of iron, Icarus, 161, 24, 10.1016/S0019-1035(02)00055-6
Weng, 2008, Reflectance spectroscopy for the assessment of soil salt content in soils of the Yellow River Delta of China, Int. J. Remote Sens., 29, 5511, 10.1080/01431160801930248
Wigneron, 2007, L-band Microwave Emission of the Biosphere (L-MEB) model: description and calibration against experimental data sets over crop fields, Remote Sens. Environ., 107, 639, 10.1016/j.rse.2006.10.014
Wilford, 1997, Application of airborne gamma-ray spectrometry in soil/regolith mapping and applied geomorphology, AGSO J. Aust. Geol. Geophys., 17, 201
Wilson, 2000, Digital terrain analysis, 1
Woolard, 2002, Spatial characterization, resolution, and volumetric change of coastal dunes using airborne LIDAR: Cape Hatteras, North Carolina, Geomorphology, 48, 269, 10.1016/S0169-555X(02)00185-X
Xu, 2004, Extraction mechanism of Alteration Zones using ASTER Imagery, International Geoscience and Remote Sensing Symposium (IGARSS) '04, 2
Xu, 2005, Decision tree regression for soft classification of remote sensing data, Remote Sens. Environ., 97, 322, 10.1016/j.rse.2005.05.008
Yi,, 2008, Quantifying biochemical variables of corn by hyperspectral reflectance at leaf scale, J. Zhejiang Univ. Sci. B, 5, 378, 10.1631/jzus.B0730019
Yoshiki, 2002, 191
Yoshiki, 2004, 180
Yun, 2003, Effect of dielectric properties of moist salinized soils on backscattering coefficients extracted from RADARSAT image, vol.4, 2789
Zhai, 2006, Soil texture classification with artificial neural networks operating on remote sensing data, Comput. Electron. Agric., 54, 16, 10.1016/j.compag.2006.08.001
Zhang, 2005, Spectral unmixing of normalized reflectance data for the deconvolution of lichen and rock mixtures, Remote Sens. Environ., 95, 57, 10.1016/j.rse.2004.11.019
Zhang, 2007, Lithologic and mineral information extraction for gold exploration using ASTER data in the south Chocolate Mountains (California), ISPRS J. Photogramm. Remote Sens., 62, 12, 10.1016/j.isprsjprs.2007.04.004