Linking Remote Sensing and Geodiversity and Their Traits Relevant to Biodiversity-Part I: Soil Characteristics

被引:50
作者
Lausch, Angela [1 ,2 ]
Baade, Jussi [3 ]
Bannehr, Lutz [4 ]
Borg, Erik [5 ,6 ]
Bumberger, Jan [7 ]
Chabrilliat, Sabine [8 ]
Dietrich, Peter [7 ]
Gerighausen, Heike [9 ]
Glaesser, Cornelia [10 ]
Hacker, Jorg M. [11 ,12 ]
Haase, Dagmar [1 ,2 ]
Jagdhuber, Thomas [13 ]
Jany, Sven [14 ]
Jung, Andras [15 ]
Karnieli, Arnon [16 ]
Kraemer, Roland [2 ]
Makki, Mohsen [2 ]
Mielke, Christian [8 ]
Moeller, Markus [17 ]
Mollenhauer, Hannes [7 ]
Montzka, Carsten [18 ]
Pause, Marion [19 ]
Rogass, Christian [8 ]
Rozenstein, Offer [20 ]
Schmullius, Christiane [3 ]
Schrodt, Franziska [21 ]
Schroen, Martin [7 ]
Schulz, Karsten [22 ]
Schuetze, Claudia [23 ]
Schweitzer, Christian [24 ]
Selsam, Peter [7 ]
Skidmore, Andrew K. [25 ,26 ]
Spengler, Daniel [8 ]
Thiel, Christian [27 ]
Truckenbrodt, Sina C. [3 ,27 ]
Vohland, Michael [28 ]
Wagner, Robert [29 ]
Weber, Ute [23 ]
Werban, Ulrike [7 ]
Wollschlaeger, Ute [30 ]
Zacharias, Steffen [7 ]
Schaepman, Michael E. [31 ,32 ]
机构
[1] UFZ Helmholtz Ctr Environm Res, Dept Computat Landscape Ecol, Permoserstr 15, D-04318 Leipzig, Germany
[2] Humboldt Univ, Geog Dept, Unter Linden 6, D-10099 Berlin, Germany
[3] Friedrich Schiller Univ Jena, Dept Remote Sensing, Inst Geog, Loebdergraben 32, D-07743 Jena, Germany
[4] Inst Geoinformat & Surveying, Facil Management & Geoinformat, Dept Architecture, Bauhausstr 8, D-06846 Dessau, Germany
[5] German Remote Sensing Data Ctr DFD, German Aerosp Ctr DLR, Kalkhorstweg 53, D-17235 Neustrelitz, Germany
[6] Univ Appl Sci Neubrandenburg, Brodaer Str 2, D-17033 Neubrandenburg, Germany
[7] UFZ Helmholtz Ctr Environm Res, Dept Monitoring & Explorat Technol, Permoserstr 15, D-04318 Leipzig, Germany
[8] German Res Ctr Geosci, Helmholtz Ctr Potsdam, D-14473 Potsdam, Germany
[9] JKI, Inst Crop & Soil Sci, Fed Res Ctr Cultivated Plants, Bundesallee 69, D-38116 Braunschweig, Germany
[10] Martin Luther Univ Halle Wittenberg, Dept Remote Sensing, Von Seckendorff Pl 4, D-06120 Halle, Germany
[11] Airborne Res Australia, Parafield Airport, SA 5106, Adelaide, SA 5000, Australia
[12] Flinders Univ S Australia, Coll Sci & Engn, Adelaide, SA 5000, Australia
[13] German Aerosp Ctr DLR, Microwaves & Radar Inst, D-82234 Wessling, Germany
[14] MILAN Geoserv GmbH, Zum Tower 4, D-01917 Kamenz, Germany
[15] Szent Istvan Univ, Tech Dept, Villanyi Ut 29-43, H-1118 Budapest, Hungary
[16] Ben Gurion Univ Negev, Jacob Blaustein Inst Desert Res, Remote Sensing Lab, Sede Boker Campus, IL-83990 Sede Boqer, Israel
[17] JKI, Inst Strategies & Technol Assessment, Fed Res Ctr Cultivated Plants, Stahnsdorfer Damm 81, D-14532 Kleinmachnow, Germany
[18] Forschungszentrum Julich, Inst Bio & Geosci, Agrosphere IBG 3, Wilhelm Johnen Str, D-52428 Julich, Germany
[19] Tech Univ Dresden, Inst Photogrammetry & Remote Sensing, Helmholtzstr 10, D-01061 Dresden, Germany
[20] Agr Res Org, Inst Soil Water & Environm Sci, Volcani Ctr, HaMaccabim Rd,POB 15159, IL-7528809 Rishon Le Tsiyon, Israel
[21] Univ Nottingham, Sch Geog, Univ Pk, Nottingham NG7 2RD, England
[22] Univ Nat Resources & Life Sci, Inst Hydrol & Water Management, Muthgasse 18, A-1190 Vienna, Austria
[23] Computat Hydrosyst Helmholtz Ctr Environm Res UFZ, Permoserstr 15, D-04318 Leipzig, Germany
[24] German Environm Agcy, Worlitzer Pl 1, D-06844 Dessau Rosslau, Germany
[25] Univ Twente, Fac Geoinformat Sci & Earth Observat ITC, POB 217, NL-7500 AE Enschede, Netherlands
[26] Macquarie Univ, Dept Earth & Environm Sci, Sydney, NSW 2109, Australia
[27] DLR Inst Data Sci, Malzerstr 3, D-07743 Jena, Germany
[28] Univ Leipzig, Inst Geog, Geoinformat & Remote Sensing, Johannisallee 19a, D-04103 Leipzig, Germany
[29] Univ Rostock, Chair Ocean Engn, Fac Mech Engn & Marine Technol, Albert Einstein Str 2, D-18059 Rostock, Germany
[30] UFZ Helmholtz Ctr Environm Res, Dept Soil Syst Sci, Theodor Lieser Str 4, D-06120 Halle, Germany
[31] Univ Zurich Irchel, Remote Sensing Labs, Dept Geog, CH-8057 Zurich, Switzerland
[32] Univ Zurich Irchel, Univ Res Prior Program Global Change & Biodivers, CH-8057 Zurich, Switzerland
关键词
geodiversity; geotraits; abiotic diversity; abiotic spectral traits; remote sensing; earth observation; soil characteristic; soil moisture; land surface temperature; LAND-SURFACE-TEMPERATURE; SYNTHETIC-APERTURE RADAR; THERMAL INFRARED DATA; REFLECTION RADIOMETER ASTER; ORGANIC-CARBON PREDICTION; GROUND-PENETRATING RADAR; CLAY CONTENT PREDICTION; BLIND SOURCE SEPARATION; L-BAND RADIOMETER; MOISTURE RETRIEVAL;
D O I
10.3390/rs11202356
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In the face of rapid global change it is imperative to preserve geodiversity for the overall conservation of biodiversity. Geodiversity is important for understanding complex biogeochemical and physical processes and is directly and indirectly linked to biodiversity on all scales of ecosystem organization. Despite the great importance of geodiversity, there is a lack of suitable monitoring methods. Compared to conventional in-situ techniques, remote sensing (RS) techniques provide a pathway towards cost-effective, increasingly more available, comprehensive, and repeatable, as well as standardized monitoring of continuous geodiversity on the local to global scale. This paper gives an overview of the state-of-the-art approaches for monitoring soil characteristics and soil moisture with unmanned aerial vehicles (UAV) and air- and spaceborne remote sensing techniques. Initially, the definitions for geodiversity along with its five essential characteristics are provided, with an explanation for the latter. Then, the approaches of spectral traits (ST) and spectral trait variations (STV) to record geodiversity using RS are defined. LiDAR (light detection and ranging), thermal and microwave sensors, multispectral, and hyperspectral RS technologies to monitor soil characteristics and soil moisture are also presented. Furthermore, the paper discusses current and future satellite-borne sensors and missions as well as existing data products. Due to the prospects and limitations of the characteristics of different RS sensors, only specific geotraits and geodiversity characteristics can be recorded. The paper provides an overview of those geotraits.
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页数:51
相关论文
共 409 条
[1]   The Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER): data products for the high spatial resolution imager on NASA's Terra platform [J].
Abrams, M .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2000, 21 (05) :847-859
[2]   Using Visible Spectral Information to Predict Long-Wave Infrared Spectral Emissivity: A Case Study over the Sokolov Area of the Czech Republic with an Airborne Hyperspectral Scanner Sensor [J].
Adar, Simon ;
Shkolnisky, Yoel ;
Notesco, Gila ;
Ben-Dor, Eyal .
REMOTE SENSING, 2013, 5 (11) :5757-5782
[3]  
Adler-Golden S., 2014, P 2014 6 WORKSH HYP, P9
[4]   Long-wave infrared surface reflectance spectra retrieved from Telops Hyper-Cam imagery [J].
Adler-Golden, S. M. ;
Conforti, P. ;
Gagnon, M. ;
Tremblay, P. ;
Chamberland, M. .
ALGORITHMS AND TECHNOLOGIES FOR MULTISPECTRAL, HYPERSPECTRAL, AND ULTRASPECTRAL IMAGERY XX, 2014, 9088
[5]  
Ahmad A., 2011, J PHOTON ENERGY, V2
[6]   The global SMOS Level 3 daily soil moisture and brightness temperature maps [J].
Al Bitar, Ahmad ;
Mialon, Arnaud ;
Kerr, Yann H. ;
Cabot, Francois ;
Richaume, Philippe ;
Jacquette, Elsa ;
Quesney, Arnaud ;
Mahmoodi, Ali ;
Tarot, Stephane ;
Parrens, Marie ;
Al-Yaari, Amen ;
Pellarin, Thierry ;
Rodriguez-Fernandez, Nemesio ;
Wigneron, Jean-Pierre .
EARTH SYSTEM SCIENCE DATA, 2017, 9 (01) :293-315
[7]  
Alavipanah S.K., 2016, Natural Environment Change, V2, P1
[8]   Review of Machine Learning Approaches for Biomass and Soil Moisture Retrievals from Remote Sensing Data [J].
Ali, Iftikhar ;
Greifeneder, Felix ;
Stamenkovic, Jelena ;
Neumann, Maxim ;
Notarnicola, Claudia .
REMOTE SENSING, 2015, 7 (12) :16398-16421
[9]   Remote sensing of soil surface properties [J].
Anderson, K. ;
Croft, H. .
PROGRESS IN PHYSICAL GEOGRAPHY-EARTH AND ENVIRONMENT, 2009, 33 (04) :457-473
[10]   Use of Landsat thermal imagery in monitoring evapotranspiration and managing water resources [J].
Anderson, Martha C. ;
Allen, Richard G. ;
Morse, Anthony ;
Kustas, William P. .
REMOTE SENSING OF ENVIRONMENT, 2012, 122 :50-65