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Volumn 58, Issue , 2017, Pages 50-64

Using multi-polarization C- and L-band synthetic aperture radar to estimate biomass and soil moisture of wheat fields

Author keywords

Biomass; Multi polarization; SAR; Soil moisture; Wheat

Indexed keywords

BIOMASS; PHENOLOGY; POLARIZATION; RADARSAT; SOIL MOISTURE; SYNTHETIC APERTURE RADAR; WHEAT;

EID: 85033217884     PISSN: 15698432     EISSN: 1872826X     Source Type: Journal    
DOI: 10.1016/j.jag.2017.01.006     Document Type: Article
Times cited : (81)

References (33)
  • 1
    • 84888318185 scopus 로고    scopus 로고
    • Evaluating the Cloude–Pottier and Freeman–Durden scattering decompositions for distinguishing between unharvested and post-harvest agricultural fields
    • Adams, J.R., Rowlandson, T.L., McKeown, S.J., Berg, A.A., McNairn, H., Sweeney, S.J., Evaluating the Cloude–Pottier and Freeman–Durden scattering decompositions for distinguishing between unharvested and post-harvest agricultural fields. Can. J. Remote Sens. 39:4 (2013), 318–327.
    • (2013) Can. J. Remote Sens. , vol.39 , Issue.4 , pp. 318-327
    • Adams, J.R.1    Rowlandson, T.L.2    McKeown, S.J.3    Berg, A.A.4    McNairn, H.5    Sweeney, S.J.6
  • 2
    • 23844503245 scopus 로고    scopus 로고
    • Correlation between ground measured soil moisture and RADARSAT-1 derived backscattering coefficient over an agricultural catchment of Navarre (North of Spain)
    • Alvarez-Mozos, J., Casali, J., Gonzalez-Audicana, M., Verhoest, N.E.C., Correlation between ground measured soil moisture and RADARSAT-1 derived backscattering coefficient over an agricultural catchment of Navarre (North of Spain). Biosyst. Eng. 92:1 (2005), 119–133.
    • (2005) Biosyst. Eng. , vol.92 , Issue.1 , pp. 119-133
    • Alvarez-Mozos, J.1    Casali, J.2    Gonzalez-Audicana, M.3    Verhoest, N.E.C.4
  • 3
    • 0017949166 scopus 로고
    • Vegetation modeled as water cloud
    • Atemma, E.P., Ulaby, F.T., Vegetation modeled as water cloud. Radio Sci. 13:2 (1978), 357–364.
    • (1978) Radio Sci. , vol.13 , Issue.2 , pp. 357-364
    • Atemma, E.P.1    Ulaby, F.T.2
  • 4
    • 84870021200 scopus 로고    scopus 로고
    • Estimating surface-soil moisture for retrieving maize leaf-area index from SAR data
    • Bériaux, E., Lambot, S., Defourny, P., Estimating surface-soil moisture for retrieving maize leaf-area index from SAR data. Can. J. Remote Sens. 37:1 (2011), 136–150.
    • (2011) Can. J. Remote Sens. , vol.37 , Issue.1 , pp. 136-150
    • Bériaux, E.1    Lambot, S.2    Defourny, P.3
  • 6
    • 84870652240 scopus 로고    scopus 로고
    • Multiple Hypothesis Testing: The F-test
    • Available:
    • Blackwell, M., Multiple Hypothesis Testing: The F-test. 2008 Available: http://www.mattblackwell.org/files/teaching/ftests.pdf.
    • (2008)
    • Blackwell, M.1
  • 7
    • 0003469974 scopus 로고    scopus 로고
    • Growth Stages of Mono-and Dicotyledonous Plants—BBCH Monograph
    • [Online], Available:
    • Bleiholder, H., Weber, F., Feller, C., Hess, M., Wicke, H., Meier, U., Stauss, R., Growth Stages of Mono-and Dicotyledonous Plants—BBCH Monograph. 2001 [Online], Available: https://www.politicheagricole.it/flex/AppData/WebLive/Agrometeo/MIEPFY800/BBCHengl2001.pdf.
    • (2001)
    • Bleiholder, H.1    Weber, F.2    Feller, C.3    Hess, M.4    Wicke, H.5    Meier, U.6    Stauss, R.7
  • 9
    • 84903642315 scopus 로고    scopus 로고
    • Root mean square error (RMSE) or mean absolute error (MAE)? Arguments against avoiding RMSE in the literature
    • Chai, T., Draxler, R.R., Root mean square error (RMSE) or mean absolute error (MAE)? Arguments against avoiding RMSE in the literature. Geosci. Model Dev. 7 (2014), 1247–1250.
    • (2014) Geosci. Model Dev. , vol.7 , pp. 1247-1250
    • Chai, T.1    Draxler, R.R.2
  • 10
    • 77958098193 scopus 로고    scopus 로고
    • Soil moisture retrieval over agricultural fields from multi-polarized and multi-angular RADARSAT-2 SAR data
    • Gherboudj, I., Magagi, R., Berg, A.A., Toth, B., Soil moisture retrieval over agricultural fields from multi-polarized and multi-angular RADARSAT-2 SAR data. Remote Sens. Environ. 115 (2011), 33–43.
    • (2011) Remote Sens. Environ. , vol.115 , pp. 33-43
    • Gherboudj, I.1    Magagi, R.2    Berg, A.A.3    Toth, B.4
  • 11
    • 84960354432 scopus 로고    scopus 로고
    • Effect of soil type, organic matter content, bulk density and saturation on clubroot severity and biofungicide efficacy
    • Gossen, B.D., Kasinathan, H., Deora, A., Peng, G., McDonald, M.R., Effect of soil type, organic matter content, bulk density and saturation on clubroot severity and biofungicide efficacy. Plant Pathol. 65 (2016), 1238–1245, 10.1111/ppa.12510.
    • (2016) Plant Pathol. , vol.65 , pp. 1238-1245
    • Gossen, B.D.1    Kasinathan, H.2    Deora, A.3    Peng, G.4    McDonald, M.R.5
  • 13
    • 84869986589 scopus 로고    scopus 로고
    • Soil moisture estimation based on integration of optical and SAR images
    • Hosseini, M., Saradjian, M.R., Soil moisture estimation based on integration of optical and SAR images. Can. J. Remote Sens. 37:1 (2011), 112–121.
    • (2011) Can. J. Remote Sens. , vol.37 , Issue.1 , pp. 112-121
    • Hosseini, M.1    Saradjian, M.R.2
  • 14
    • 84942513769 scopus 로고    scopus 로고
    • Estimation of leaf area index (LAI) in corn and soybeans using multi-polarization C- and L-band radar data
    • Hosseini, M., McNairn, H., Merzouki, A., Pacheco, A., Estimation of leaf area index (LAI) in corn and soybeans using multi-polarization C- and L-band radar data. Remote Sens. Environ. 170 (2015), 77–89.
    • (2015) Remote Sens. Environ. , vol.170 , pp. 77-89
    • Hosseini, M.1    McNairn, H.2    Merzouki, A.3    Pacheco, A.4
  • 15
    • 30444439271 scopus 로고    scopus 로고
    • Predicting wheat production at regional scale by integration of remote sensing data with a simulation model
    • Jongschaap, R.E.E., Schouten, L.S.M., Predicting wheat production at regional scale by integration of remote sensing data with a simulation model. Remote Sens. Environ. 25 (2005), 481–489.
    • (2005) Remote Sens. Environ. , vol.25 , pp. 481-489
    • Jongschaap, R.E.E.1    Schouten, L.S.M.2
  • 16
    • 84920647571 scopus 로고    scopus 로고
    • Assessment of RapidEye vegetation indices for estimation of leaf area index and biomass in corn and soybean crops
    • Kross, A., McNairn, H., Lapen, D., Sunohara, M., Champagne, C., Assessment of RapidEye vegetation indices for estimation of leaf area index and biomass in corn and soybean crops. Int. J. Appl. Earth Observ. Geoinf. 34 (2015), 235–248.
    • (2015) Int. J. Appl. Earth Observ. Geoinf. , vol.34 , pp. 235-248
    • Kross, A.1    McNairn, H.2    Lapen, D.3    Sunohara, M.4    Champagne, C.5
  • 17
    • 84875549888 scopus 로고    scopus 로고
    • The use of satellite data for crop yield gap analysis
    • Lobell, D., The use of satellite data for crop yield gap analysis. Field Crops Res. 143 (2013), 56–64.
    • (2013) Field Crops Res. , vol.143 , pp. 56-64
    • Lobell, D.1
  • 18
    • 0001210605 scopus 로고
    • Using satellite data to improve model estimates of crop yield
    • Maas, S.J., Using satellite data to improve model estimates of crop yield. Agron. J. 80 (1988), 655–662.
    • (1988) Agron. J. , vol.80 , pp. 655-662
    • Maas, S.J.1
  • 19
    • 0000169232 scopus 로고
    • An algorithm for least-squares estimation of nonlinear parameters
    • Marquardt, D., An algorithm for least-squares estimation of nonlinear parameters. SIAM J. Appl. Math. 11 (1963), 431–441.
    • (1963) SIAM J. Appl. Math. , vol.11 , pp. 431-441
    • Marquardt, D.1
  • 20
    • 11144226769 scopus 로고    scopus 로고
    • Influence of soil temperature and moisture on eruptive germination and viability of sclerotia of Sclerotinia minor and S. sclerotiorum
    • Matheron, M.E., Porchas, M., Influence of soil temperature and moisture on eruptive germination and viability of sclerotia of Sclerotinia minor and S. sclerotiorum. Plant Dis. 89:1 (2005), 50–54.
    • (2005) Plant Dis. , vol.89 , Issue.1 , pp. 50-54
    • Matheron, M.E.1    Porchas, M.2
  • 21
    • 85009380896 scopus 로고    scopus 로고
    • A review of multitemporal synthetic aperture radar (SAR) for crop monitoring
    • Y. Ban Springer (Chapter 15)
    • McNairn, H., Shang, J., A review of multitemporal synthetic aperture radar (SAR) for crop monitoring. Ban, Y., (eds.) Multitemporal Remote Sensing: Methods and Applications, 2016, Springer, 317–340 (Chapter 15).
    • (2016) Multitemporal Remote Sensing: Methods and Applications , pp. 317-340
    • McNairn, H.1    Shang, J.2
  • 22
    • 84921053659 scopus 로고    scopus 로고
    • The soil moisture active passive validation experiment 2012 (SMAPVEX12): pre-launch calibration and validation of the SMAP satellite
    • McNairn, H., Jackson, T.J., Wiseman, G., Bélair, S., Berg, A., Bullock, P., Hosseini, M., The soil moisture active passive validation experiment 2012 (SMAPVEX12): pre-launch calibration and validation of the SMAP satellite. IEEE Trans. Geosci. Remote Sens. 53:5 (2015), 2784–2801.
    • (2015) IEEE Trans. Geosci. Remote Sens. , vol.53 , Issue.5 , pp. 2784-2801
    • McNairn, H.1    Jackson, T.J.2    Wiseman, G.3    Bélair, S.4    Berg, A.5    Bullock, P.6    Hosseini, M.7
  • 23
    • 84957429851 scopus 로고    scopus 로고
    • A hybrid (multi-angle and multipolarization) approach to soil moisture retrieval using the integral equation model: preparing for the RADARSAT constellation mission
    • Merzouki, A., McNairn, H., A hybrid (multi-angle and multipolarization) approach to soil moisture retrieval using the integral equation model: preparing for the RADARSAT constellation mission. Can. J. Remote Sens. 41:5 (2015), 349–362.
    • (2015) Can. J. Remote Sens. , vol.41 , Issue.5 , pp. 349-362
    • Merzouki, A.1    McNairn, H.2
  • 24
    • 14844298768 scopus 로고    scopus 로고
    • Effects of pathogen density, soil moisture, and soil pH on biological control of clubroot in Chinese cabbage by Heteroconium chaetospira
    • Narisawa, K., Shimura, M., Usuki, F., Fukuhara, S., Hashiba, T., Effects of pathogen density, soil moisture, and soil pH on biological control of clubroot in Chinese cabbage by Heteroconium chaetospira. Plant Dis. 89 (2005), 285–290.
    • (2005) Plant Dis. , vol.89 , pp. 285-290
    • Narisawa, K.1    Shimura, M.2    Usuki, F.3    Fukuhara, S.4    Hashiba, T.5
  • 25
    • 31044453033 scopus 로고    scopus 로고
    • Crop yield estimation model for Iowa using remote sensing and surface parameters
    • Prasad, A.K., Chai, L., Singh, R.P., Kafatos, M., Crop yield estimation model for Iowa using remote sensing and surface parameters. Int. J. Appl. Earth Obs. Geoinf. 8 (2006), 26–33.
    • (2006) Int. J. Appl. Earth Obs. Geoinf. , vol.8 , pp. 26-33
    • Prasad, A.K.1    Chai, L.2    Singh, R.P.3    Kafatos, M.4
  • 26
    • 84880835732 scopus 로고    scopus 로고
    • Calibration procedures for surface soil moisture measurements during soil moisture active passive experiment 2012 (SMAPVEX-12)
    • Rowlandson, T., Berg, A.A., Bullock, P.R., Ojo, E., McNairn, H., Wiseman, G., Cosh, M.H., Calibration procedures for surface soil moisture measurements during soil moisture active passive experiment 2012 (SMAPVEX-12). J. Hydrol. 498 (2013), 335–344.
    • (2013) J. Hydrol. , vol.498 , pp. 335-344
    • Rowlandson, T.1    Berg, A.A.2    Bullock, P.R.3    Ojo, E.4    McNairn, H.5    Wiseman, G.6    Cosh, M.H.7
  • 27
    • 85030715621 scopus 로고    scopus 로고
    • Yield estimation of food and non-food crops in small holder production systems
    • Sapkota, T.B., Jat, M.L., Jat, R.K., Kapoor, P., Stirling, C., Yield estimation of food and non-food crops in small holder production systems. Springer Open, 2016, 163–174.
    • (2016) Springer Open , pp. 163-174
    • Sapkota, T.B.1    Jat, M.L.2    Jat, R.K.3    Kapoor, P.4    Stirling, C.5
  • 29
    • 0036380242 scopus 로고    scopus 로고
    • SAR-based estimation of areal aboveground biomass (AAB) of herbaceous vegetation in the semi-arid zone: a modification of the water-cloud model
    • Svoray, T., Shoshany, M., SAR-based estimation of areal aboveground biomass (AAB) of herbaceous vegetation in the semi-arid zone: a modification of the water-cloud model. Int. J. Remote Sens. 23:19 (2002), 4089–4100.
    • (2002) Int. J. Remote Sens. , vol.23 , Issue.19 , pp. 4089-4100
    • Svoray, T.1    Shoshany, M.2
  • 30
    • 79951823060 scopus 로고    scopus 로고
    • A new hybrid modeling for geometric processing of RADARSAT-2 data without user's GCP
    • Toutin, T., Omari, K., A new hybrid modeling for geometric processing of RADARSAT-2 data without user's GCP. Photogramm. Eng. Remote Sens. 77:6 (2011), 601–608.
    • (2011) Photogramm. Eng. Remote Sens. , vol.77 , Issue.6 , pp. 601-608
    • Toutin, T.1    Omari, K.2
  • 31
    • 0018021226 scopus 로고
    • Microwave backscatter dependence on surface roughness soil moisture and soil texture. Part I—bare soil
    • Ulaby, F.T., Batlivala, P.P., Dobson, M.C., Microwave backscatter dependence on surface roughness soil moisture and soil texture. Part I—bare soil. IEEE Trans. Geosci. Remote Sens. 16 (1978), 286–295.
    • (1978) IEEE Trans. Geosci. Remote Sens. , vol.16 , pp. 286-295
    • Ulaby, F.T.1    Batlivala, P.P.2    Dobson, M.C.3
  • 32
    • 1542379727 scopus 로고    scopus 로고
    • Soil moisture estimation in a semiarid rangeland using ERS-2 and TM imagery
    • Wang, C., Qi, J., Moran, S., Marsett, R., Soil moisture estimation in a semiarid rangeland using ERS-2 and TM imagery. Remote Sens. Environ. 90 (2004), 178–189.
    • (2004) Remote Sens. Environ. , vol.90 , pp. 178-189
    • Wang, C.1    Qi, J.2    Moran, S.3    Marsett, R.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.