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Volumn 42, Issue 2-3, 2011, Pages 95-112

The influence of the land surface on hydrometeorology and ecology: New advances from modeling and satellite remote sensing

Author keywords

Land atmosphere interactions; Satellite remote sensing; Soil moisture; Vegetation; WRF model

Indexed keywords

ADVANCED MICROWAVE SCANNING RADIOMETER; ATMOSPHERIC CONDITIONS; COMPLEX NATURE; COUPLED MODELS; COUPLED SYSTEMS; ENVIRONMENTAL CONDITIONS; GENERAL INFORMATION; HIGH RESOLUTION; HYDROMETEOROLOGY; LAND DATA ASSIMILATION SYSTEMS; LAND SURFACE; LAND SURFACE MODELS; LAND-ATMOSPHERE INTERACTIONS; LAND-SURFACE PROCESS; LEAF AREA INDEX; MESOSCALE; MODEL INITIALIZATION; MODEL SENSITIVITY; MODERATE RESOLUTION IMAGING SPECTRORADIOMETER; NORMALIZED DIFFERENCE VEGETATION INDEX; PARAMETERIZATION METHOD; SATELLITE REMOTE SENSING; SATELLITE SENSORS; SIMULATION METHODS; SURFACE MODELS; SURFACE TEMPERATURES; VEGETATION FRACTIONS; VEGETATION PROPERTIES; VEGETATION WATER CONTENT; WEATHER MODELING; WEATHER RESEARCH AND FORECASTING MODELS; WRF MODEL;

EID: 79955762125     PISSN: 00291277     EISSN: None     Source Type: Journal    
DOI: 10.2166/nh.2011.071     Document Type: Article
Times cited : (45)

References (51)
  • 1
    • 0030619643 scopus 로고    scopus 로고
    • Contrasting physiological and structural vegetation feedbacks in climate change simulations
    • Betts, R. A., Cox, P. M., Lee, S. E. & Woodward, F. I.1997 Contrasting physiological and structural vegetation feedbacks in climate change simulations. Nature 387, 796-799.
    • (1997) Nature , vol.387 , pp. 796-799
    • Betts, R.A.1    Cox, P.M.2    Lee, S.E.3    Woodward, F.I.4
  • 3
    • 0031463298 scopus 로고    scopus 로고
    • On the relation between NDVI, fractional vegetation cover, and leaf area index
    • DOI 10.1016/S0034-4257(97)00104-1, PII S0034425797001041
    • Carlson, T. N. & Ripley, D. A. 1997 On the relation between NDVI, fractional vegetation cover, and leaf area index. Remote Sens. Environ. 62, 241-252. (Pubitemid 28052010)
    • (1997) Remote Sensing of Environment , vol.62 , Issue.3 , pp. 241-252
    • Carlson, T.N.1    Ripley, D.A.2
  • 4
    • 0036788007 scopus 로고    scopus 로고
    • Designing a spectral index to estimate vegetation water content from remote sensing data (Part 2)
    • Ceccato, P., Fiasse, S. & Gregorie, J. 2002 Designing a spectral index to estimate vegetation water content from remote sensing data (Part 2). Remote Sens. Environ. 82, 198-207.
    • (2002) Remote Sens. Environ. , vol.82 , pp. 198-207
    • Ceccato, P.1    Fiasse, S.2    Gregorie, J.3
  • 5
    • 0034914502 scopus 로고    scopus 로고
    • Detecting vegetation leaf water content using reflectance in the optical domain
    • DOI 10.1016/S0034-4257(01)00191-2, PII S0034425701001912
    • Ceccato, P., Fiasse, S., Tarantela, S., Jacquemoud, S. & Gregorie, J. 2001 Detecting vegetation leaf water content using reflectance in the optical domain. Remote Sens. Environ. 77, 22-33. (Pubitemid 32667753)
    • (2001) Remote Sensing of Environment , vol.77 , Issue.1 , pp. 22-33
    • Ceccato, P.1    Flasse, S.2    Tarantola, S.3    Jacquemoud, S.4    Gregoire, J.-M.5
  • 6
    • 0035303091 scopus 로고    scopus 로고
    • Coupling and advanced land surface-hydrology model with the Penn State-NCAR MM5 modeling system. Part I: Model implementation and sensitivity
    • Chen, F. & Dudhia, J. 2001 Coupling an advanced land surfacehydrology model with the Penn State-NCAR MM5 modeling system. Part I: Model implementation and sensitivity. Mon. Weather Rev. 129, 569-585. (Pubitemid 32511917)
    • (2001) Monthly Weather Review , vol.129 , Issue.4 , pp. 569-585
    • Chen, F.1    Dudhia, J.2
  • 8
    • 0030465032 scopus 로고    scopus 로고
    • Modeling of land surface evaporation by four schemes and comparison with FIFE observations
    • Chen, F., Mitchell, K., Schaake, J., Xue, Y., Pan, H., Koren, V., Duan, Q. Y., Ek, M. & Betts, A. 1996 Modeling of land surface evaporation by four schemes and comparison with FIFE observations. J. Geophys. Res. 101(D3), 7251-7268.
    • (1996) J. Geophys. Res. , vol.101 , Issue.D3 , pp. 7251-7268
    • Chen, F.1    Mitchell, K.2    Schaake, J.3    Xue, Y.4    Pan, H.5    Koren, V.6    Duan, Q.Y.7    Ek, M.8    Betts, A.9
  • 9
    • 0037593953 scopus 로고    scopus 로고
    • Land surface heterogeneity in the Cooperative Atmosphere Surface Exchange Study (CASES-97). Part I: Comparing modeled surface flux maps with surface-flux tower and aircraft measurements
    • DOI 10.1175/1525-7541(2003)4<196:LSHITC>2.0.CO;2
    • Chen, R, Yates, D. N., Nagai, H., LeMone, M., Ikeda, K. & Grossman, R 2003 Land surface heterogeneity in the Cooperative Atmosphere Surface Exchange Study (CASES-97). Part I: Comparing modeled surface flux maps with surface-flux tower and aircraft measurements. J. Hydrometeorol. 4, 196-218. (Pubitemid 36751419)
    • (2003) Journal of Hydrometeorology , vol.4 , Issue.2 , pp. 196-218
    • Chen, F.1    Yates, D.N.2    Nagai, H.3    LeMone, M.A.4    Ikeda, K.5    Grossman, R.L.6
  • 10
    • 21344455293 scopus 로고    scopus 로고
    • Estimation of leaf water potential by thermal imagery and spatial analysis
    • DOI 10.1093/jxb/eri174
    • Cohen, Y., Alchanatis, V., Meron, M., Saranga, Y. & Tsipris, J. 2005 Estimation of leaf water potential by thermal imagery and spatial analysis. J. Exp. Bot. 56(417), 1843-1852. (Pubitemid 40907147)
    • (2005) Journal of Experimental Botany , vol.56 , Issue.417 , pp. 1843-1852
    • Cohen, Y.1    Alchanatis, V.2    Meron, M.3    Saranga, Y.4    Tsipris, J.5
  • 11
    • 0003720140 scopus 로고
    • Available from Department of Atmospheric Sciences, Oregon State University, Corvallis, OR
    • Ek, M. & Mahrt, L. 1991 OSU 1-D PBL Model User's Guide. Version 1.04, 120 pp. Available from Department of Atmospheric Sciences, Oregon State University, Corvallis, OR
    • (1991) OSU 1-D PBL Model User's Guide. Version 1.04
    • Ek, M.1    Mahrt, L.2
  • 13
    • 0030914894 scopus 로고    scopus 로고
    • Multi-sensor analysis of NDVI, surface temperature and biophysical variables at a mixed grassland site
    • Goetz, S. J. 1997 Multi-sensor analysis of NDVI, surface temperature and biophysical variables at a mixed grassland site. Int. J. Remote Sens. 18(1), 71-94.
    • (1997) Int. J. Remote Sens. , vol.18 , Issue.1 , pp. 71-94
    • Goetz, S.J.1
  • 14
    • 0000796604 scopus 로고    scopus 로고
    • The derivation of the green vegetation fraction from NOAA/AVHRR data for use in numerical weather prediction models
    • Gutman, G. & Ignatov, A. 1998 The derivation of the green vegetation fraction from NOAA/AVHRR data for use in numerical weather prediction models. Int. ]. Remote Sens. 19(8), 1533-1543. (Pubitemid 128721787)
    • (1998) International Journal of Remote Sensing , vol.19 , Issue.8 , pp. 1533-1543
    • Gutman, G.1    Ignatov, A.2
  • 15
    • 37349100841 scopus 로고    scopus 로고
    • Relationship between vegetation biophysical properties and surface temperature using multisensor satellite data
    • DOI 10.1175/2007JCLI1294.1
    • Hong, S., Lakshmi, V. & Small, E. E. 2007 Relationship between vegetation biophysical properties and surface temperature using multi-sensor satellite data. J. Climate 20, 5593-5606. (Pubitemid 350285916)
    • (2007) Journal of Climate , vol.20 , Issue.22 , pp. 5593-5606
    • Hong, S.1    Lakshmi, V.2    Small, E.E.3
  • 16
    • 72049131858 scopus 로고    scopus 로고
    • Effects of vegetation and soil moisture on the simulated land surface processes from the coupled WRF/Noah model
    • doi:10.1029/ 2008JD011249
    • Hong, S., Lakshmi, V. & Small, E. E. 2009 Effects of vegetation and soil moisture on the simulated land surface processes from the coupled WRF/Noah model. J. Hydrometeorol. 114, D18118, doi:10.1029/ 2008JD011249.
    • (2009) J. Hydrometeorol. , vol.114
    • Hong, S.1    Lakshmi, V.2    Small, E.E.3
  • 17
    • 0025656005 scopus 로고
    • Sensitivity study and validation of a land surface parameterization using the HAPEX-MOBILHY data set
    • Jacquemin, B. & Noilhan, J. 1990 Sensitivity study and validation of a land surface parameterization using the HAPEX-MOBILHY data set Boundary-Layer Meteorol. 52, 93-134.
    • (1990) Boundary-Layer Meteorol. , vol.52 , pp. 93-134
    • Jacquemin, B.1    Noilhan, J.2
  • 19
    • 0031597130 scopus 로고    scopus 로고
    • Optimized rooting depth and its impacts on the simulated climate of an atmospheric general circulation model
    • Kleidon, A. & Heimann, M. 1998 Optimized rooting depth and its impacts on the simulated climate of an atmospheric general circulation model. Geophys. Res. Lett 25(3), 345-348.
    • (1998) Geophys. Res. Lett , vol.25 , Issue.3 , pp. 345-348
    • Kleidon, A.1    Heimann, M.2
  • 21
    • 6344284628 scopus 로고    scopus 로고
    • Dynamics of evapotranspiration in semiarid grassland and shrubland during the summer monsoon season, central New Mexico
    • Kurc, S. & Small, E. E. 2004 Dynamics of evapotranspiration in semiarid grassland and shrubland during the summer monsoon season, central New Mexico. Water Resour. Res. 40, W09305.
    • (2004) Water Resour. Res. , vol.40
    • Kurc, S.1    Small, E.E.2
  • 22
    • 33847677402 scopus 로고    scopus 로고
    • Influence of land cover and soil moisture on the horizontal distribution of sensible and latent heat fluxes in southeast Kansas during IHOP-2002 and CASES-97
    • DOI 10.1175/JHM554.1
    • LeMone, M. A., Chen, F., Alüeri, J. G., Tewari, M., Geerts, B., Miao, Q., Grossman, R L. & Coulter, R L. 2007 Influence of land cover and soil moisture on the horizontal distribution of sensible and latent heat flux in Southeast Kansas during IHOP-2002 and CASES-97. J. Hydrometeorol. 8, 68-87. (Pubitemid 46444453)
    • (2007) Journal of Hydrometeorology , vol.8 , Issue.1 , pp. 68-87
    • LeMone, M.A.1    Chen, F.2    Alfieri, J.G.3    Tewari, M.4    Geerts, B.5    Miao, Q.6    Grossman, R.L.7    Coulter, R.L.8
  • 23
    • 0021639646 scopus 로고
    • Influence of atmospheric stability on potential evaporation
    • Mahrt, L. & Ek, K. 1984 The influence of atmospheric stability on potential evaporation. J. Appl. Meteorol. 23, 222-234. (Pubitemid 14612229)
    • (1984) Journal of climate and applied meteorology , vol.23 , Issue.2 , pp. 222-234
    • Mahrt, L.1    Ek, M.2
  • 24
    • 0021569015 scopus 로고
    • A two-layer model of soil hydrology
    • Mahrt, L. & Pan, H. L. 1984 A two-layer model of soil hydrology. Boundary Layer Meteorol. 29,1-20.
    • (1984) Boundary Layer Meteorol. , vol.29 , pp. 1-20
    • Mahrt, L.1    Pan, H.L.2
  • 25
    • 72049090021 scopus 로고    scopus 로고
    • A parallel runtime system library for regional atmospheric models with nesting, in structural adaptive mesh refinement (SAMR) grid methods
    • Springer, New York
    • Michalakes, J. 2000 A parallel runtime system library for regional atmospheric models with nesting, in structural adaptive mesh refinement (SAMR) grid methods. In: IMA Mathematics and Its Applications Series, Vol. 117. Springer, New York, pp. 59-74.
    • (2000) IMA Mathematics and Its Applications Series , vol.117 , pp. 59-74
    • Michalakes, J.1
  • 26
    • 33845629713 scopus 로고    scopus 로고
    • Sensitivity of the NCEP/Noah land surface model to the MODIS green vegetation fraction data set
    • Miller, J., Barlage, M., Zen, X., Wei, H., Mitchell, K. & Tarpley, D. 2006 Sensitivity of the NCEP/Noah land surface model to the MODIS green vegetation fraction data set. Geophys. Res. Lett. 33, L130404.
    • (2006) Geophys. Res. Lett. , vol.33
    • Miller, J.1    Barlage, M.2    Zen, X.3    Wei, H.4    Mitchell, K.5    Tarpley, D.6
  • 27
    • 40649083532 scopus 로고    scopus 로고
    • The impact of soil reflectance on the quantification of the green vegetation fraction from NDVI
    • DOI 10.1016/j.rse.2007.09.007, PII S0034425707004245
    • Montandon, L. M. & Small, E. E. 2008 The impact of soil reflectance on the quantification of the green vegetation fraction from NDVI. Remote Sens. Environ. 112, 1835-1845. (Pubitemid 351375252)
    • (2008) Remote Sensing of Environment , vol.112 , Issue.4 , pp. 1835-1845
    • Montandon, L.M.1    Small, E.E.2
  • 30
    • 0031271718 scopus 로고    scopus 로고
    • Estimation of global leaf area index and absorbed par using radiative transfer models
    • PII S0196289297055174
    • Myneni, R. B., Ramakrishna, R, Nemani, R & Running, S. 1997 Estimation of global leaf area index and absorbed PAR using radiative transfer models. IEEE Trans. Geosci. Remote Sens. 35(6), 1380-1393. (Pubitemid 127771175)
    • (1997) IEEE Transactions on Geoscience and Remote Sensing , vol.35 , Issue.6 , pp. 1380-1393
    • Myneni, R.B.1
  • 31
    • 0027385860 scopus 로고
    • Developing satellite-derived estimates of surface moisture status
    • Nemani, R, Pierce, L., Running, S. & Goward, S. 1993 Developing satellite-derived estimates of surface moisture status. J. Appl. Meteorol. 32, 548-557. (Pubitemid 23381850)
    • (1993) Journal of Applied Meteorology , vol.32 , Issue.3 , pp. 548-557
    • Nemani, R.1    Pierce, L.2    Running, S.3    Goward, S.4
  • 32
    • 0024850844 scopus 로고
    • Estimation of regional surface resistance to évapotranspiration from NDVI and Thermal-IR AVHRR data
    • Nemani, R & Running, S. 1989 Estimation of regional surface resistance to évapotranspiration from NDVI and Thermal-IR AVHRR data. J. Appl. Meteorol. 28, 276-284.
    • (1989) J. Appl. Meteorol. , vol.28 , pp. 276-284
    • Nemani, R.1    Running, S.2
  • 33
    • 0024837527 scopus 로고
    • A simple parameterization of land surface processes for meteorological models
    • Noilhan, J. & Planton, S. 1989 A simple parameterization of land surface processes for meteorological models. Mon. Weather Rev. 117, 536-549.
    • (1989) Mon. Weather Rev. , vol.117 , pp. 536-549
    • Noilhan, J.1    Planton, S.2
  • 34
    • 30544448126 scopus 로고    scopus 로고
    • Vegetation and surface roughness effects on AMSR-E land observations
    • Njoku, E. G. & Chan, T. 2005 Vegetation and surface roughness effects on AMSR-E land observations. Remote Sens. Environ. 100(2), 190-199.
    • (2005) Remote Sens. Environ. , vol.100 , Issue.2 , pp. 190-199
    • Njoku, E.G.1    Chan, T.2
  • 36
    • 0032730949 scopus 로고    scopus 로고
    • Retrieval of land surface parameters using passive microwave measurements at 6-18 GHz
    • Njoku, E. G. & Li, L. 1999 Retrieval of land surface parameters using passive microwave measurements at 6-18 GHz. IEEE Trans. Geosci. Remote Sens. 37(1), 79-93.
    • (1999) IEEE Trans. Geosci. Remote Sens. , vol.37 , Issue.1 , pp. 79-93
    • Njoku, E.G.1    Li, L.2
  • 37
    • 0023485671 scopus 로고
    • Interaction between soil hydrology and boundary-layer development
    • Pan, H. L. & Mahrt, L. 1987 Interaction between soil hydrology and boundary-layer development Boundary-Layer Meteorol. 38,185-202.
    • (1987) Boundary-Layer Meteorol. , vol.38 , pp. 185-202
    • Pan, H.L.1    Mahrt, L.2
  • 38
    • 0034936141 scopus 로고    scopus 로고
    • Influence of the spatial distribution of vegetation and soils on the prediction of cumulus convective rainfall
    • DOI 10.1029/1999RG000072
    • Pielke, R A. 2001 Influence of the spatial distribution of vegetation and soils on the prediction of cumulative rainfall. Rev. Geophys. 39(2), 151-177. (Pubitemid 32621042)
    • (2001) Reviews of Geophysics , vol.39 , Issue.2 , pp. 151-177
    • Pielke Sr., R.A.1
  • 39
    • 1442338676 scopus 로고    scopus 로고
    • Surface radiation budgets in support of the GEWEX Continental Scale International Project (GCIP) and the GEWEX Americas Prediction Project (GAPP), including the North American Land Data Assimilation System (LDAS) Project
    • Pinker, R T., Tarpley, J. D., Laszlo, I., Mitchell, K. E., Houser, P. R, Wood, E. R, Schaake, J. C., Robock, A., Lonmann, D., Cosgrove, B. A., Sheffiedl, J., Duan, Q., Luo, L. & Higgins, R W. 2003 Surface radiation budgets in support of the GEWEX Continental Scale International Project (GCIP) and the GEWEX Americas Prediction Project (GAPP), including the North American Land Data Assimilation System (LDAS) Project J. Geophys. Res. 108, 8844.
    • (2003) J. Geophys. Res. , vol.108 , pp. 8844
    • Pinker, R.T.1    Tarpley, J.D.2    Laszlo, I.3    Mitchell, K.E.4    Houser, P.R.5    Wood, E.R.6    Schaake, J.C.7    Robock, A.8    Lonmann, D.9    Cosgrove, B.A.10    Sheffiedl, J.11    Duan, Q.12    Luo, L.13    Higgins, R.W.14
  • 40
    • 0029431595 scopus 로고
    • The regional analysis system for the operational 'early' eta model: Original 80-km configuration and recent changes
    • Rogers, E., Deaven, D. G. & DiMego, G. J. 1995 The regional analysis system for the operational "early" Eta model: Original 80-km configuration and recent changes. Weather Forecast 10, 810-825. (Pubitemid 27162053)
    • (1995) Weather and Forecasting , vol.10 , Issue.4 , pp. 810-825
    • Rogers, E.1    Deaven, D.G.2    DiMego, G.J.3
  • 41
    • 0036148893 scopus 로고    scopus 로고
    • A simple interpretation of the surface temperature/vegetation index space for assessment of surface moisture status
    • DOI 10.1016/S0034-4257(01)00274-7, PII S0034425701002747
    • Sandholt, I., Rasmussen, K. & Andersen, J. 2002 A simple interpretation of the surface temperature/vegetation index space for assessment of surface moisture status. Remote Sens. Environ. 79, 213-224. (Pubitemid 34067843)
    • (2002) Remote Sensing of Environment , vol.79 , Issue.2-3 , pp. 213-224
    • Sandholt, I.1    Rasmussen, K.2    Andersen, J.3
  • 42
    • 0037936855 scopus 로고    scopus 로고
    • AMSR/AMSR-E level 2 and 3 algorithm developments and data validation plans of NASDA
    • DOI 10.1109/TGRS.2002.808320
    • Shibata, A., Imaoka, K. & Koike, T. 2003 AMSR/AMSR-E level 2 and 3 algorithm developments and data validation plans of NASDA. IEEE Trans. Geosci. Remote Sens. 41, 195-203. (Pubitemid 350178124)
    • (2003) IEEE Transactions on Geoscience and Remote Sensing , vol.41 , Issue.2 PART 1 , pp. 195-203
    • Shibata, A.1    Imaoka, K.2    Koike, T.3
  • 43
    • 0037379823 scopus 로고    scopus 로고
    • Estimation of vegetation water content and photosynthetic tissue area from spectral reflectance: A comparison of indices based on liquid water and chlorophyll absorption features
    • DOI 10.1016/S0034-4257(02)00151-7, PII S0034425702001517
    • Sims, D. A. & Gamon, J. A. 2003 Estimation of vegetation water content and photosynthetic tissue area from spectral reflectance: a comparison of indices based on liquid water and chlorophyll absorption features. Remote Sens. Environ. 84, 526-537. (Pubitemid 36360514)
    • (2003) Remote Sensing of Environment , vol.84 , Issue.4 , pp. 526-537
    • Sims, D.A.1    Gamon, J.A.2
  • 45
    • 1542751750 scopus 로고    scopus 로고
    • Tight coupling between soil moisture and the surface radiation budget in semiarid environments: Implications for land-atmosphere interactions
    • Small, E. E. & Kurc, S. 2003 Tight coupling between soil moisture and the surface radiation budget in semiarid environments: Implications for land-atmosphere interactions. Water Resour. Res. 39(10), 1278-1291.
    • (2003) Water Resour. Res. , vol.39 , Issue.10 , pp. 1278-1291
    • Small, E.E.1    Kurc, S.2
  • 46
    • 0038535678 scopus 로고
    • Water stress on leaf elongation, leaf water potential, transpiration and nutrient uptake of rice, maize and soybean
    • Tanguiling, V. C., Yambao, E. B., Toole, J. C O. & De Datta, S. K. 1987 Water stress on leaf elongation, leaf water potential, transpiration and nutrient uptake of rice, maize and soybean. Plant and Soil 103, 155-168.
    • (1987) Plant and Soil , vol.103 , pp. 155-168
    • Tanguiling, V.C.1    Yambao, E.B.2    Toole, J.C.O.3    De Datta, S.K.4
  • 47
    • 0018465733 scopus 로고
    • Red and photographic infrared linear combination for monitoring vegetation
    • Tucker, C J. 1979 Red and photographic infrared linear combination for monitoring vegetation. Remote Sens. Environ. 8, 127-150.
    • (1979) Remote Sens. Environ. , vol.8 , pp. 127-150
    • Tucker, C.J.1
  • 48
    • 0031193235 scopus 로고    scopus 로고
    • A physics-based algorithm for retrieving land-surface emissivity and temperature from eos/modis data
    • PII S0196289297034669
    • Wan, Z. & Li, Z. L. 1997 A physics-based algorithm for retieving landsurface emissivity and temperature from EOS/MODIS data. IEEE Trans. Geosci. Remote Sens. 35, 980-996. (Pubitemid 127771138)
    • (1997) IEEE Transactions on Geoscience and Remote Sensing , vol.35 , Issue.4 , pp. 980-996
    • Wan, Z.1
  • 50
    • 1942538403 scopus 로고    scopus 로고
    • Seasonal and inter-annual relationships between vegetation and climate in central New Mexico, USA
    • DOI 10.1016/S0140-1963(03)00113-7
    • Weiss, J. L., Gutzler, D. S., Coonrod, J. E. A. & Dahm, C N. 2004 Seasonal and inter-annual relationships between vegetation and climate in central New Mexico, USA. J. Arid Environments 57,507-534. (Pubitemid 38503781)
    • (2004) Journal of Arid Environments , vol.57 , Issue.4 , pp. 507-534
    • Weiss, J.L.1    Gutzler, D.S.2    Allred, C.J.E.3    Dahm, C.N.4


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