메뉴 건너뛰기




Volumn 7, Issue 3, 2015, Pages 2283-2301

Remote sensing of shrubland drying in the South-East Mediterranean, 1995-2010: Water-use-efficiency-based mapping of biomass change

Author keywords

Climate change; Desert fringe ecosystems; Remote sensing; Shrubland biomass; Water use efficiency

Indexed keywords

ARID REGIONS; BIOMASS; EFFICIENCY; LANDFORMS; REMOTE SENSING; WATER RESOURCES;

EID: 84926326656     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs70302283     Document Type: Article
Times cited : (21)

References (53)
  • 1
    • 51449087133 scopus 로고    scopus 로고
    • Climate change projections for the Mediterranean region
    • Giorgi, F.; Lionello, P. Climate change projections for the Mediterranean region. Glob. Planet. Change 2008, 63, 90-104.
    • (2008) Glob. Planet. Change , vol.63 , pp. 90-104
    • Giorgi, F.1    Lionello, P.2
  • 3
    • 62749097318 scopus 로고    scopus 로고
    • Mediterranean water cycle changes: transition to drier 21st century conditions in observations and CMIP3 simulations
    • 044001
    • Mariotti, A.; Zeng, N.; Yoon, J.-H.; Artale, V.; Navarra, A.; Alpert, P.; Li, L.Z.X. Mediterranean water cycle changes: transition to drier 21st century conditions in observations and CMIP3 simulations. Environ. Res. Lett. 2008, 3, 044001.
    • (2008) Environ. Res. Lett. , vol.3
    • Mariotti, A.1    Zeng, N.2    Yoon, J.-H.3    Artale, V.4    Navarra, A.5    Alpert, P.6    Li, L.Z.X.7
  • 5
    • 84907474257 scopus 로고    scopus 로고
    • Structural changes of desertified and managed shrubland landscapes in response to drought: Spectral, spatial and temporal analyses
    • Paz-Kagan, T.; Panov, N.; Shachak, M.; Zaady, E.; Karnieli, A. Structural changes of desertified and managed shrubland landscapes in response to drought: Spectral, spatial and temporal analyses. Remote Sens. 2014, 6, 8134-8164.
    • (2014) Remote Sens. , vol.6 , pp. 8134-8164
    • Paz-Kagan, T.1    Panov, N.2    Shachak, M.3    Zaady, E.4    Karnieli, A.5
  • 6
    • 78149289139 scopus 로고    scopus 로고
    • Desertification alters the response of vegetation to changes in precipitation
    • Verón, S.R.; Paruelo, J.M. Desertification alters the response of vegetation to changes in precipitation. J. Appl. Ecol. 2010, 47, 1233-1241.
    • (2010) J. Appl. Ecol. , vol.47 , pp. 1233-1241
    • Verón, S.R.1    Paruelo, J.M.2
  • 7
    • 84886344464 scopus 로고    scopus 로고
    • Status of desertification in the Mediterranean region
    • Rubio, J.L., Rubio, J.L., Daussa, R., Blum, W., Pedrazzini, F., Eds.; Springer: Berlin, Germany.
    • Safriel U. Status of desertification in the Mediterranean region. In Water Security, Land Degradation and Desertification in the Mediterranean Region; Rubio, J.L., Rubio, J.L., Daussa, R., Blum, W., Pedrazzini, F., Eds.; Springer: Berlin, Germany, 2009; pp. 33-43.
    • (2009) Water Security, Land Degradation and Desertification in the Mediterranean Region , pp. 33-43
    • Safriel, U.1
  • 8
    • 70350605529 scopus 로고    scopus 로고
    • Effects of experimental warming and drought on biomass accumulation in a Mediterranean shrubland
    • Prieto, P.; Peñuelas, J.; Llusià, J.; Asensio, D.; Estiarte, M. Effects of experimental warming and drought on biomass accumulation in a Mediterranean shrubland. Plant Ecol. 2009, 205, 179-191.
    • (2009) Plant Ecol. , vol.205 , pp. 179-191
    • Prieto, P.1    Peñuelas, J.2    Llusià, J.3    Asensio, D.4    Estiarte, M.5
  • 9
    • 79953222153 scopus 로고    scopus 로고
    • Differences in Landsat-based trend analyses in drylands due to the choice of vegetation estimate
    • Sonnenschein, R.; Kuemmerle, T.; Udelhoven, T.; Stellmes, M.; Hostert, P. Differences in Landsat-based trend analyses in drylands due to the choice of vegetation estimate. Remote Sens. Environ. 2011, 115, 1408-1420.
    • (2011) Remote Sens. Environ. , vol.115 , pp. 1408-1420
    • Sonnenschein, R.1    Kuemmerle, T.2    Udelhoven, T.3    Stellmes, M.4    Hostert, P.5
  • 10
    • 78651108784 scopus 로고    scopus 로고
    • A review on derivation of biomass information in semi-arid regions based on remote sensing data
    • Eisfelder, C.; Kuenzer, C.; Dech, S. A review on derivation of biomass information in semi-arid regions based on remote sensing data. Proc. SPIE 2010, doi:10.1117/12.868505.
    • (2010) Proc. SPIE
    • Eisfelder, C.1    Kuenzer, C.2    Dech, S.3
  • 11
    • 33646702801 scopus 로고    scopus 로고
    • The potential and challenge of remote sensing-based biomass estimation
    • Lu, D. The potential and challenge of remote sensing-based biomass estimation. Int. J. Remote Sens. 2006, 27, 1297-1328.
    • (2006) Int. J. Remote Sens. , vol.27 , pp. 1297-1328
    • Lu, D.1
  • 12
    • 82155179322 scopus 로고    scopus 로고
    • Mapping shrubland biomass along Mediterranean climatic gradients: The synergy of rainfall-based and NDVI-based models
    • Shoshany, M.; Karnibad, L. Mapping shrubland biomass along Mediterranean climatic gradients: The synergy of rainfall-based and NDVI-based models. Int. J. Remote Sens. 2011, 32, 9497-9508.
    • (2011) Int. J. Remote Sens. , vol.32 , pp. 9497-9508
    • Shoshany, M.1    Karnibad, L.2
  • 13
    • 35348999101 scopus 로고    scopus 로고
    • Ecosystem Water use efficiency in a semiarid shrubland and grassland community
    • Emmerich, W.E. Ecosystem Water use efficiency in a semiarid shrubland and grassland community. Rangel. Ecol. Manag. 2007, 60, 464-470.
    • (2007) Rangel. Ecol. Manag. , vol.60 , pp. 464-470
    • Emmerich, W.E.1
  • 14
    • 83955163769 scopus 로고    scopus 로고
    • The rational model of shrubland biomass, pattern and precipitation relationships along semi-arid climatic gradients
    • Shoshany, M. The rational model of shrubland biomass, pattern and precipitation relationships along semi-arid climatic gradients. J. Arid Environ. 2012, 78, 179-182.
    • (2012) J. Arid Environ. , vol.78 , pp. 179-182
    • Shoshany, M.1
  • 16
    • 0035384646 scopus 로고    scopus 로고
    • Influence of slope aspect on Mediterranean woody formations: Comparison of a semiarid and an arid site in Israel
    • Sternberg, M.; Shoshany, M. Influence of slope aspect on Mediterranean woody formations: Comparison of a semiarid and an arid site in Israel. Ecol. Res. 2001, 16, 335-345.
    • (2001) Ecol. Res. , vol.16 , pp. 335-345
    • Sternberg, M.1    Shoshany, M.2
  • 17
    • 60949091456 scopus 로고    scopus 로고
    • Estimation of above-ground biomass in shrubland ecosystems of southern Spain
    • Cerrillo, R.M.N.; Oyonarte, P.B. Estimation of above-ground biomass in shrubland ecosystems of southern Spain. Investig. Agrar. Sist. Recur. For. 2006, 15, 197-207.
    • (2006) Investig. Agrar. Sist. Recur. For. , vol.15 , pp. 197-207
    • Cerrillo, R.M.N.1    Oyonarte, P.B.2
  • 18
    • 70350133463 scopus 로고    scopus 로고
    • Arboreal diversity and aboveground biomass in a semi-arid Mediterranean forest ecosystem: Case of Kufur-Khal natural reserve
    • Alrababah, M.A.; Alhamad, M.N.; Bataineh, M.M. Arboreal diversity and aboveground biomass in a semi-arid Mediterranean forest ecosystem: Case of Kufur-Khal natural reserve. Jordan J. Agric. Sci. 2007, 3, 363-375.
    • (2007) Jordan J. Agric. Sci. , vol.3 , pp. 363-375
    • Alrababah, M.A.1    Alhamad, M.N.2    Bataineh, M.M.3
  • 20
    • 0003012964 scopus 로고
    • Water use efficiency
    • Stanhill, G. Water use efficiency. Adv. Agron. 1986, 39, 53-85.
    • (1986) Adv. Agron. , vol.39 , pp. 53-85
    • Stanhill, G.1
  • 21
    • 0030208596 scopus 로고    scopus 로고
    • Use of remote sensing for évapo-transpiration monitoring over land surfaces
    • Kustas, W.P.; Norman, J.M. Use of remote sensing for évapo-transpiration monitoring over land surfaces. Hydrol. Sci. J. 1996, 41, 495-516.
    • (1996) Hydrol. Sci. J. , vol.41 , pp. 495-516
    • Kustas, W.P.1    Norman, J.M.2
  • 22
    • 77954819099 scopus 로고    scopus 로고
    • Evaluating evapotranspiration and water-use efficiency of terrestrial ecosystems in the conterminous United States using MODIS and AmeriFlux data
    • Lu, X.; Zhuang, Q. Evaluating evapotranspiration and water-use efficiency of terrestrial ecosystems in the conterminous United States using MODIS and AmeriFlux data. Remote Sens. Environ. 2010, 114, 1924-1939.
    • (2010) Remote Sens. Environ. , vol.114 , pp. 1924-1939
    • Lu, X.1    Zhuang, Q.2
  • 23
    • 33745869468 scopus 로고    scopus 로고
    • Deserti cation in the Sahel: A reinterpretation
    • Hein, L.; De Ridder, N. Deserti cation in the Sahel: A reinterpretation. Glob. Chang. Biol. 2006, 12, 751-758.
    • (2006) Glob. Chang. Biol. , vol.12 , pp. 751-758
    • Hein, L.1    De Ridder, N.2
  • 24
    • 34447519804 scopus 로고    scopus 로고
    • Desertification in the Sahel: A reinterpretation of a reinterpretation
    • Prince, S.D.; Wessels, K.J.; Tucker, C.J.; Nicholson, S.E. Desertification in the Sahel: A reinterpretation of a reinterpretation. Glob. Chang. Biol. 2007, 13, 1308-1313.
    • (2007) Glob. Chang. Biol. , vol.13 , pp. 1308-1313
    • Prince, S.D.1    Wessels, K.J.2    Tucker, C.J.3    Nicholson, S.E.4
  • 25
    • 0042676372 scopus 로고    scopus 로고
    • Multidate adaptive unmixing and its application to analysis of ecosystem transitions along a climatic gradient
    • Shoshany, M.; Svoray, T. Multidate adaptive unmixing and its application to analysis of ecosystem transitions along a climatic gradient. Remote Sens. Environ. 2002, 82, 5-20.
    • (2002) Remote Sens. Environ. , vol.82 , pp. 5-20
    • Shoshany, M.1    Svoray, T.2
  • 26
    • 27744606834 scopus 로고    scopus 로고
    • Recent trends in vegetation dynamics in the African Sahel and their relationship to climate
    • Herrmann, S.M.; Anyamba, A.; Tucker, C.J. Recent trends in vegetation dynamics in the African Sahel and their relationship to climate. Glob. Environ. Chang. 2005, 15, 394-404.
    • (2005) Glob. Environ. Chang. , vol.15 , pp. 394-404
    • Herrmann, S.M.1    Anyamba, A.2    Tucker, C.J.3
  • 27
    • 0034963761 scopus 로고    scopus 로고
    • Monitoring land-cover changes in semi-arid regions: remote sensing data and field observations in the Ferlo, Senegal
    • Diouf, A.; Lambin, E.F. Monitoring land-cover changes in semi-arid regions: remote sensing data and field observations in the Ferlo, Senegal. J. Arid Environ. 2001, 48, 129-148.
    • (2001) J. Arid Environ. , vol.48 , pp. 129-148
    • Diouf, A.1    Lambin, E.F.2
  • 28
    • 34249955799 scopus 로고
    • A comparison of the vegetation response to rainfall in the Sahel and East Africa, using normalized difference vegetation index from NOAA AVHRR
    • Nicholson, S.E.; Davenport, M.L.; Malo, A.R. A comparison of the vegetation response to rainfall in the Sahel and East Africa, using normalized difference vegetation index from NOAA AVHRR. Clim. Change 1990, 17, 209-241.
    • (1990) Clim. Change , vol.17 , pp. 209-241
    • Nicholson, S.E.1    Davenport, M.L.2    Malo, A.R.3
  • 29
    • 0029509526 scopus 로고
    • Shrubland formations and assosiation in mediterranean-desert transitional zones of northwestern Baja California
    • Peinado, M.; Alcaraz, F.; Aguirre, J.L.; Delgadillo, J.; Aguado, I. Shrubland formations and assosiation in mediterranean-desert transitional zones of northwestern Baja California. Vegetatio 1995, 117, 165-179.
    • (1995) Vegetatio , vol.117 , pp. 165-179
    • Peinado, M.1    Alcaraz, F.2    Aguirre, J.L.3    Delgadillo, J.4    Aguado, I.5
  • 30
    • 0000044252 scopus 로고
    • The vegetation of nothern negev and judean desert
    • Danin, A.; Orshan, G.; Zohary, M. The vegetation of nothern negev and judean desert. Isr. J. Bot. 1975, 24, 118-172.
    • (1975) Isr. J. Bot. , vol.24 , pp. 118-172
    • Danin, A.1    Orshan, G.2    Zohary, M.3
  • 31
    • 0344623560 scopus 로고
    • Flora and vegetation of Israel and adjacent areas
    • Danin, A. Flora and vegetation of Israel and adjacent areas. Bocconea 1992, 3, 18-42.
    • (1992) Bocconea , vol.3 , pp. 18-42
    • Danin, A.1
  • 32
    • 16344367277 scopus 로고    scopus 로고
    • the Evolution of the cultural Mediterranean landscape in Israel as affected by fire, grazing, and humanactivities
    • Wasser, S.P., Ed.; Kluwer Academic Publishers: Dordrecht, The Nethelands.
    • Naveh, Z.; Carmel, Y. the Evolution of the cultural Mediterranean landscape in Israel as affected by fire, grazing, and humanactivities. In Evolutionary Theory and Processes: Modern Horizons, Papers in Honour of Eviatar Nevo; Wasser, S.P., Ed.; Kluwer Academic Publishers: Dordrecht, The Nethelands, 2003; pp. 337-409.
    • (2003) Evolutionary Theory and Processes: Modern Horizons, Papers in Honour of Eviatar Nevo , pp. 337-409
    • Naveh, Z.1    Carmel, Y.2
  • 34
    • 84926293914 scopus 로고    scopus 로고
    • Briefing Notes on the CIRCE Rural Case Studies: The Judean Foothills
    • (accessed on 23 December 2014)
    • Grunzweig, J.M. Briefing Notes on the CIRCE Rural Case Studies: The Judean Foothills; CIRCLE Climate Change and Impact Research: The Mediterranean Environment, 2008. Available online: http://www.cru.uea.ac.uk/projects/circe/JudeanFoothills.html (accessed on 23 December 2014).
    • (2008) CIRCLE Climate Change and Impact Research: The Mediterranean Environment
    • Grunzweig, J.M.1
  • 36
    • 0036282648 scopus 로고    scopus 로고
    • Landscape fragmentation and soil cover changes on south-and north-facing slopes during ecosystems recovery: An analysis from multi-date air photographs
    • Shoshany, M. Landscape fragmentation and soil cover changes on south-and north-facing slopes during ecosystems recovery: An analysis from multi-date air photographs. Geomorphology 2002, 45, 3-20.
    • (2002) Geomorphology , vol.45 , pp. 3-20
    • Shoshany, M.1
  • 37
    • 84867028162 scopus 로고    scopus 로고
    • Forest and woodland fires in the Carmel and Jerusalem Mountains-Documentation and analysis of temporal patterns
    • (In Hebrew)
    • Tessler, N.; Malkinson, D.; Vitenberg, L.; Grinbaum, N. Forest and woodland fires in the Carmel and Jerusalem Mountains-Documentation and analysis of temporal patterns. Horizons 2010, 76, 157-165 (In Hebrew).
    • (2010) Horizons , vol.76 , pp. 157-165
    • Tessler, N.1    Malkinson, D.2    Vitenberg, L.3    Grinbaum, N.4
  • 38
    • 0035141621 scopus 로고    scopus 로고
    • Classification and change detection using Landsat TM data: When and how to correct atmospheric effects?
    • Song, C.; Woodcock, C.E.; Seto, K.C.; Lenney, M.P.; Macomber, S.A. Classification and change detection using Landsat TM data: When and how to correct atmospheric effects? Remote Sens. Environ. 2001, 75, 230-244.
    • (2001) Remote Sens. Environ. , vol.75 , pp. 230-244
    • Song, C.1    Woodcock, C.E.2    Seto, K.C.3    Lenney, M.P.4    Macomber, S.A.5
  • 39
    • 0037431389 scopus 로고    scopus 로고
    • Above ground biomass assessment of Mediterranean forests using airborne imaging spectrometry: The DAIS Peyne experiment
    • De Jong, S.M.; Pebesma, E.J.; Lacaze, B. Above ground biomass assessment of Mediterranean forests using airborne imaging spectrometry: The DAIS Peyne experiment. Int. J. Remote Sens. 2003, 24, 1505-1520.
    • (2003) Int. J. Remote Sens. , vol.24 , pp. 1505-1520
    • De Jong, S.M.1    Pebesma, E.J.2    Lacaze, B.3
  • 40
    • 84864919443 scopus 로고    scopus 로고
    • Desert threshold identification by maximizing potential instability in soil and shrubs' patterns: A remote sensing study
    • Shoshany, M. Desert threshold identification by maximizing potential instability in soil and shrubs' patterns: A remote sensing study. Land. Degrad. Dev. 2012, 23, 331-338.
    • (2012) Land. Degrad. Dev. , vol.23 , pp. 331-338
    • Shoshany, M.1
  • 41
    • 0031449592 scopus 로고    scopus 로고
    • Global drought watch from space
    • Kogan, F.N. Global drought watch from space. Bull. Am. Meteorol. Soc. 1997, 78, 621-636.
    • (1997) Bull. Am. Meteorol. Soc. , vol.78 , pp. 621-636
    • Kogan, F.N.1
  • 43
    • 84876088889 scopus 로고    scopus 로고
    • Drought and heat triggers sudden and severe dieback in a dominant Mediterranean type woodland species
    • Matusick, G. Drought and heat triggers sudden and severe dieback in a dominant Mediterranean type woodland species. Open J. For. 2012, 02, 183-186.
    • (2012) Open J. For. , vol.2 , pp. 183-186
    • Matusick, G.1
  • 44
    • 84871845436 scopus 로고    scopus 로고
    • Projected changes of extreme weather events in the eastern United States based on a high resolution climate modeling system
    • Gao, Y.; Fu, J.S.; Drake, J.B.; Liu, Y.; Lamarque, J.-F. Projected changes of extreme weather events in the eastern United States based on a high resolution climate modeling system. Environ. Res. Lett. 2012, 7, 1-12.
    • (2012) Environ. Res. Lett. , vol.7 , pp. 1-12
    • Gao, Y.1    Fu, J.S.2    Drake, J.B.3    Liu, Y.4    Lamarque, J.-F.5
  • 45
    • 84873721493 scopus 로고    scopus 로고
    • Differential regional responses in drought length, intensity and timing to recent climate changes in a Mediterranean forested ecosystem
    • Ruffault, J.; Martin-StPaul, N.K.; Rambal, S.; Mouillot, F. Differential regional responses in drought length, intensity and timing to recent climate changes in a Mediterranean forested ecosystem. Clim. Change 2013, 117, 103-117.
    • (2013) Clim. Change , vol.117 , pp. 103-117
    • Ruffault, J.1    Martin-StPaul, N.K.2    Rambal, S.3    Mouillot, F.4
  • 47
    • 84926374006 scopus 로고    scopus 로고
    • Background Paper Prepared for the Global Assessment Report on Disaster Risk Reduction; United Nations Office for Disaster Risk Reduction: Geneva, Switzerland
    • Erian, W.; Katlan, B.; Ouldbedy, B.; Awad, H.; Zaqhtity, E.; Ibrahim, S. Agricultural Drought in Africa Mediterranean and Middle East; Background Paper Prepared for the Global Assessment Report on Disaster Risk Reduction; United Nations Office for Disaster Risk Reduction: Geneva, Switzerland, 2013; p. 402.
    • (2013) Agricultural Drought in Africa Mediterranean and Middle East , pp. 402
    • Erian, W.1    Katlan, B.2    Ouldbedy, B.3    Awad, H.4    Zaqhtity, E.5    Ibrahim, S.6
  • 48
    • 24944532447 scopus 로고    scopus 로고
    • The use of remote sensing and GIS for spatio-temporal analysis of the physiological state of a semi-arid forest with respect to drought years
    • Volcani, A.; Karnieli, A.; Svoray, T. The use of remote sensing and GIS for spatio-temporal analysis of the physiological state of a semi-arid forest with respect to drought years. For. Ecol. Manage. 2005, 215, 239-250.
    • (2005) For. Ecol. Manage. , vol.215 , pp. 239-250
    • Volcani, A.1    Karnieli, A.2    Svoray, T.3
  • 49
    • 84926396065 scopus 로고    scopus 로고
    • Drying trees in the Jerusalem pine forests of Israel-From a high altitude point of view
    • (In Hebrew)
    • Dorman, M.; Svoray, T.; Pre, A. Drying trees in the Jerusalem pine forests of Israel-From a high altitude point of view. Ecol. Environ. 2012, 3, 230-237 (In Hebrew).
    • (2012) Ecol. Environ. , vol.3 , pp. 230-237
    • Dorman, M.1    Svoray, T.2    Pre, A.3
  • 50
    • 84907698286 scopus 로고    scopus 로고
    • Trends in rainfall regime over Israel, 1975-2010, and their relationship to large-scale variability
    • Ziv, B.; Saaroni, H.; Pargament, R.; Harpaz, T.; Alpert, P. Trends in rainfall regime over Israel, 1975-2010, and their relationship to large-scale variability. Reg. Environ. Chang. 2013, 14, 1751-1764.
    • (2013) Reg. Environ. Chang. , vol.14 , pp. 1751-1764
    • Ziv, B.1    Saaroni, H.2    Pargament, R.3    Harpaz, T.4    Alpert, P.5
  • 51
    • 76149136717 scopus 로고    scopus 로고
    • Climatic trends in Israel 1970-2002: Warmer and increasing aridity inland
    • Kafle, H.K.; Bruins, H.J. Climatic trends in Israel 1970-2002: Warmer and increasing aridity inland. Clim. Change 2009, 96, 63-77.
    • (2009) Clim. Change , vol.96 , pp. 63-77
    • Kafle, H.K.1    Bruins, H.J.2
  • 52
    • 0342908015 scopus 로고    scopus 로고
    • Savanization: An ecological viable management approach to desertified regions
    • Hoekstra, T.W., Shachak, M., Eds.; University of Illinois Press: Champaign, IL, USA.
    • Sachs, M.; Itshack, M. Savanization: An ecological viable management approach to desertified regions. In Arid Lands Management: Toward Ecological Sustainability; Hoekstra, T.W., Shachak, M., Eds.; University of Illinois Press: Champaign, IL, USA, 1999; pp. 248-253.
    • (1999) Arid Lands Management: Toward Ecological Sustainability , pp. 248-253
    • Sachs, M.1    Itshack, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.