메뉴 건너뛰기




Volumn 101, Issue , 2018, Pages 163-173

Improving regional winter wheat yield estimation through assimilation of phenology and leaf area index from remote sensing data

Author keywords

Data assimilation; Leaf area index (LAI); MCWLA Wheat model; Spatial differences; Winter wheat; Yield estimation

Indexed keywords

AGRICULTURAL MODELING; CROP IMPROVEMENT; CROP YIELD; DATA ASSIMILATION; DATA QUALITY; ESTIMATION METHOD; KALMAN FILTER; LEAF AREA INDEX; MANAGEMENT PRACTICE; PHENOLOGY; REMOTE SENSING; SATELLITE DATA; SUSTAINABILITY; WHEAT; WINTER;

EID: 85053782719     PISSN: 11610301     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eja.2018.09.006     Document Type: Article
Times cited : (112)

References (68)
  • 3
    • 0036915694 scopus 로고    scopus 로고
    • Examples of strategies to analyze spatial and temporal yield variability using crop models
    • Batchelor, W.D., Basso, B., Paz, J.O., Examples of strategies to analyze spatial and temporal yield variability using crop models. Eur. J. Agron. 18:1 (2002), 141–158.
    • (2002) Eur. J. Agron. , vol.18 , Issue.1 , pp. 141-158
    • Batchelor, W.D.1    Basso, B.2    Paz, J.O.3
  • 6
    • 84864565366 scopus 로고    scopus 로고
    • Maize and sunflower biomass estimation in southwest France using high spatial and temporal resolution remote sensing data
    • Claverie, M., Demarez, V., Duchemin, B., Hagolle, O., Ducrot, D., Marais-Sicre, C., Béziat, P., Maize and sunflower biomass estimation in southwest France using high spatial and temporal resolution remote sensing data. Remote Sens. Environ. 124 (2012), 844–857.
    • (2012) Remote Sens. Environ. , vol.124 , pp. 844-857
    • Claverie, M.1    Demarez, V.2    Duchemin, B.3    Hagolle, O.4    Ducrot, D.5    Marais-Sicre, C.6    Béziat, P.7
  • 7
    • 33847504748 scopus 로고
    • Physiological and environmental regulation of stomatal conductance, photosynthesis and transpiration: a model that includes a laminar boundary layer
    • Collatz, G.J., Ball, J.T., Grivet, C., Berry, J.A., Physiological and environmental regulation of stomatal conductance, photosynthesis and transpiration: a model that includes a laminar boundary layer. Agric. For. Meteorol. 54:2 (1991), 107–136.
    • (1991) Agric. For. Meteorol. , vol.54 , Issue.2 , pp. 107-136
    • Collatz, G.J.1    Ball, J.T.2    Grivet, C.3    Berry, J.A.4
  • 8
    • 0000951907 scopus 로고
    • Coupled photosynthesis-stomatal conductance model for leaves of C4 plants
    • Collatz, G.J., Ribas-Carbo, M., Berry, J.A., Coupled photosynthesis-stomatal conductance model for leaves of C4 plants. Funct. Plant Biol. 19:5 (1992), 519–538.
    • (1992) Funct. Plant Biol. , vol.19 , Issue.5 , pp. 519-538
    • Collatz, G.J.1    Ribas-Carbo, M.2    Berry, J.A.3
  • 9
    • 80054959823 scopus 로고    scopus 로고
    • Potential performances of remotely sensed LAI assimilation in WOFOST model based on an OSS Experiment
    • Curnel, Y., de Wit, A.J.W., Duveiller, G., Defourny, P., Potential performances of remotely sensed LAI assimilation in WOFOST model based on an OSS Experiment. Agric. For. Meteorol. 151:12 (2011), 1843–1855.
    • (2011) Agric. For. Meteorol. , vol.151 , Issue.12 , pp. 1843-1855
    • Curnel, Y.1    de Wit, A.J.W.2    Duveiller, G.3    Defourny, P.4
  • 10
    • 34547898030 scopus 로고    scopus 로고
    • Crop model data assimilation with the Ensemble Kalman filter for improving regional crop yield forecasts
    • de Wit, A.J.W., Van Diepen, C.A., Crop model data assimilation with the Ensemble Kalman filter for improving regional crop yield forecasts. Agric. For. Meteorol. 146:1 (2007), 38–56.
    • (2007) Agric. For. Meteorol. , vol.146 , Issue.1 , pp. 38-56
    • de Wit, A.J.W.1    Van Diepen, C.A.2
  • 11
    • 84861722593 scopus 로고    scopus 로고
    • Estimating regional winter wheat yield with WOFOST through the assimilation of green area index retrieved from MODIS observations
    • de Wit, A.J.W., Duveiller, G., Defourny, P., Estimating regional winter wheat yield with WOFOST through the assimilation of green area index retrieved from MODIS observations. Agric. For. Meteorol. 164 (2012), 39–52.
    • (2012) Agric. For. Meteorol. , vol.164 , pp. 39-52
    • de Wit, A.J.W.1    Duveiller, G.2    Defourny, P.3
  • 12
    • 40649093793 scopus 로고    scopus 로고
    • Assimilation of leaf area index derived from ASAR and MERIS data into CERES-Wheat model to map wheat yield
    • Dente, L., Satalino, G., Mattia, F., Rinaldi, M., Assimilation of leaf area index derived from ASAR and MERIS data into CERES-Wheat model to map wheat yield. Remote Sens. Environ. 112:4 (2008), 1395–1407.
    • (2008) Remote Sens. Environ. , vol.112 , Issue.4 , pp. 1395-1407
    • Dente, L.1    Satalino, G.2    Mattia, F.3    Rinaldi, M.4
  • 13
    • 85027922810 scopus 로고    scopus 로고
    • Tracking the dynamics of paddy rice planting area in 1986–2010 through time series Landsat images and phenology-based algorithms
    • Dong, J., Xiao, X., Kou, W., Qin, Y., Zhang, G., Li, L., Biradar, C., Tracking the dynamics of paddy rice planting area in 1986–2010 through time series Landsat images and phenology-based algorithms. Remote Sens. Environ. 160 (2015), 99–113.
    • (2015) Remote Sens. Environ. , vol.160 , pp. 99-113
    • Dong, J.1    Xiao, X.2    Kou, W.3    Qin, Y.4    Zhang, G.5    Li, L.6    Biradar, C.7
  • 15
    • 79960709912 scopus 로고    scopus 로고
    • Crop specific green area index retrieval from MODIS data at regional scale by controlling pixel-target adequacy
    • Duveiller, G., Baret, F., Defourny, P., Crop specific green area index retrieval from MODIS data at regional scale by controlling pixel-target adequacy. Remote Sens. Environ. 115:10 (2011), 2686–2701.
    • (2011) Remote Sens. Environ. , vol.115 , Issue.10 , pp. 2686-2701
    • Duveiller, G.1    Baret, F.2    Defourny, P.3
  • 16
    • 84866143216 scopus 로고    scopus 로고
    • Remotely sensed green area index for winter wheat crop monitoring: 10-Year assessment at regional scale over a fragmented landscape
    • Duveiller, G., Baret, F., Defourny, P., Remotely sensed green area index for winter wheat crop monitoring: 10-Year assessment at regional scale over a fragmented landscape. Agric. For. Meteorol. 166-167:2 (2012), 156–168.
    • (2012) Agric. For. Meteorol. , vol.166-167 , Issue.2 , pp. 156-168
    • Duveiller, G.1    Baret, F.2    Defourny, P.3
  • 17
    • 84875729390 scopus 로고    scopus 로고
    • Using thermal time and pixel purity for enhancing biophysical variable time series: an interproduct comparison
    • Duveiller, G., Baret, F., Defourny, P., Using thermal time and pixel purity for enhancing biophysical variable time series: an interproduct comparison. IEEE Trans. Geosci. Remote. Sens. 51:4 (2013), 2119–2127.
    • (2013) IEEE Trans. Geosci. Remote. Sens. , vol.51 , Issue.4 , pp. 2119-2127
    • Duveiller, G.1    Baret, F.2    Defourny, P.3
  • 18
    • 79952395809 scopus 로고    scopus 로고
    • Integration of MODIS LAI and vegetation index products with the CSM–CERES–Maize model for corn yield estimation
    • Fang, H., Liang, S., Hoogenboom, G., Integration of MODIS LAI and vegetation index products with the CSM–CERES–Maize model for corn yield estimation. Int. J. Remote Sens. 32:4 (2011), 1039–1065.
    • (2011) Int. J. Remote Sens. , vol.32 , Issue.4 , pp. 1039-1065
    • Fang, H.1    Liang, S.2    Hoogenboom, G.3
  • 19
    • 84855805131 scopus 로고    scopus 로고
    • Validation of MODIS and CYCLOPES LAI products using global field measurement data
    • Fang, H., Wei, S., Liang, S., Validation of MODIS and CYCLOPES LAI products using global field measurement data. Remote Sens. Environ. 119 (2012), 43–54.
    • (2012) Remote Sens. Environ. , vol.119 , pp. 43-54
    • Fang, H.1    Wei, S.2    Liang, S.3
  • 20
    • 84939872107 scopus 로고    scopus 로고
    • Leaf area index estimation using time-series MODIS data in different types of vegetation
    • Fang, S., Le, Y., Liang, Q., Liu, X., Leaf area index estimation using time-series MODIS data in different types of vegetation. J. Indian Soc. Remote. Sens. 42:4 (2014), 733–743.
    • (2014) J. Indian Soc. Remote. Sens. , vol.42 , Issue.4 , pp. 733-743
    • Fang, S.1    Le, Y.2    Liang, Q.3    Liu, X.4
  • 21
    • 0000240315 scopus 로고
    • Modelling of Photosynthetic Response to Environmental Conditions Physiological Plant Ecology II
    • Springer Reprinted
    • Farquhar, G.D., Von Caemmerer, S., Modelling of Photosynthetic Response to Environmental Conditions Physiological Plant Ecology II. 1982, Springer, 549–587 Reprinted.
    • (1982) , pp. 549-587
    • Farquhar, G.D.1    Von Caemmerer, S.2
  • 22
    • 34250250163 scopus 로고
    • A biochemical model of photosynthetic CO2 assimilation in leaves of C3 species
    • Farquhar, G.V., von Caemmerer, S.V., Berry, J.A., A biochemical model of photosynthetic CO2 assimilation in leaves of C3 species. Planta 149:1 (1980), 78–90.
    • (1980) Planta , vol.149 , Issue.1 , pp. 78-90
    • Farquhar, G.V.1    von Caemmerer, S.V.2    Berry, J.A.3
  • 23
    • 85027950286 scopus 로고    scopus 로고
    • Improving the timeliness of winter wheat production forecast in the United States of America, Ukraine and China using MODIS data and NCAR growing degree day information
    • Franch, B., Vermote, E.F., Becker-Reshef, I., Claverie, M., Huang, J., Zhang, J., Sobrino, J.A., Improving the timeliness of winter wheat production forecast in the United States of America, Ukraine and China using MODIS data and NCAR growing degree day information. Remote Sens. Environ. 161 (2015), 131–148.
    • (2015) Remote Sens. Environ. , vol.161 , pp. 131-148
    • Franch, B.1    Vermote, E.F.2    Becker-Reshef, I.3    Claverie, M.4    Huang, J.5    Zhang, J.6    Sobrino, J.A.7
  • 24
    • 85019019811 scopus 로고    scopus 로고
    • Bias analysis and validation method of the MODIS LAI product
    • In Chinese with English abstract
    • Fu, L.Z., Qu, Y.H., Wang, J.D., Bias analysis and validation method of the MODIS LAI product. J. Remote Sens. 21:2 (2017), 206–217 In Chinese with English abstract.
    • (2017) J. Remote Sens. , vol.21 , Issue.2 , pp. 206-217
    • Fu, L.Z.1    Qu, Y.H.2    Wang, J.D.3
  • 25
    • 33751161025 scopus 로고    scopus 로고
    • Influence of landscape spatial heterogeneity on the non-linear estimation of leaf area index from moderate spatial resolution remote sensing data
    • Garrigues, S., Allard, D., Baret, F., Weiss, M., Influence of landscape spatial heterogeneity on the non-linear estimation of leaf area index from moderate spatial resolution remote sensing data. Remote Sens. Environ. 105:4 (2006), 286–298.
    • (2006) Remote Sens. Environ. , vol.105 , Issue.4 , pp. 286-298
    • Garrigues, S.1    Allard, D.2    Baret, F.3    Weiss, M.4
  • 27
    • 75549087716 scopus 로고    scopus 로고
    • Potentiality of optical and radar satellite data at high spatio-temporal resolutions for the monitoring of irrigated wheat crops in Morocco
    • Hadria, R., Duchemin, B., Jarlan, L., Dedieu, G., Baup, F., Khabba, S., Le Toan, T., Potentiality of optical and radar satellite data at high spatio-temporal resolutions for the monitoring of irrigated wheat crops in Morocco. Int. J. Appl. Earth Obs. Geoinf. 12 (2010), S32–S37.
    • (2010) Int. J. Appl. Earth Obs. Geoinf. , vol.12 , pp. S32-S37
    • Hadria, R.1    Duchemin, B.2    Jarlan, L.3    Dedieu, G.4    Baup, F.5    Khabba, S.6    Le Toan, T.7
  • 28
    • 0030303302 scopus 로고    scopus 로고
    • A general model for the light-use efficiency of primary production
    • Haxeltine, A., Prentice, I.C., A general model for the light-use efficiency of primary production. Funct. Ecol., 1996, 551–561.
    • (1996) Funct. Ecol. , pp. 551-561
    • Haxeltine, A.1    Prentice, I.C.2
  • 29
    • 84923040982 scopus 로고    scopus 로고
    • Improving winter wheat yield estimation by assimilation of the leaf area index from Landsat TM and MODIS data into the WOFOST model
    • Huang, J., Tian, L., Liang, S., Ma, H., Becker-Reshef, I., Huang, Y., Wu, W., Improving winter wheat yield estimation by assimilation of the leaf area index from Landsat TM and MODIS data into the WOFOST model. Agric. For. Meteorol. 204 (2015), 106–121.
    • (2015) Agric. For. Meteorol. , vol.204 , pp. 106-121
    • Huang, J.1    Tian, L.2    Liang, S.3    Ma, H.4    Becker-Reshef, I.5    Huang, Y.6    Wu, W.7
  • 30
    • 84946746346 scopus 로고    scopus 로고
    • Assimilating a synthetic Kalman filter leaf area index series into the WOFOST model to improve regional winter wheat yield estimation
    • Huang, J., Sedano, F., Huang, Y., Ma, H., Li, X., Liang, S., Wu, W., Assimilating a synthetic Kalman filter leaf area index series into the WOFOST model to improve regional winter wheat yield estimation. Agric. For. Meteorol. 216 (2016), 188–202.
    • (2016) Agric. For. Meteorol. , vol.216 , pp. 188-202
    • Huang, J.1    Sedano, F.2    Huang, Y.3    Ma, H.4    Li, X.5    Liang, S.6    Wu, W.7
  • 31
    • 0026359994 scopus 로고
    • Uses of satellite data for famine early warning in sub-Saharan Africa
    • Hutchinson, C.F., Uses of satellite data for famine early warning in sub-Saharan Africa. Int. J. Remote Sens. 12:6 (1991), 1405–1421.
    • (1991) Int. J. Remote Sens. , vol.12 , Issue.6 , pp. 1405-1421
    • Hutchinson, C.F.1
  • 32
    • 84882641525 scopus 로고    scopus 로고
    • Assimilation of remotely sensed soil moisture and vegetation with a crop simulation model for maize yield prediction
    • Ines, A.V.M., Das, N.N., Hansen, J.W., Njoku, E.G., Assimilation of remotely sensed soil moisture and vegetation with a crop simulation model for maize yield prediction. Remote Sens. Environ. 138:6 (2013), 149–164.
    • (2013) Remote Sens. Environ. , vol.138 , Issue.6 , pp. 149-164
    • Ines, A.V.M.1    Das, N.N.2    Hansen, J.W.3    Njoku, E.G.4
  • 33
    • 84901359815 scopus 로고    scopus 로고
    • Mapping biophysical variables from solar and thermal infrared remote sensing: focus on agricultural landscapes with spatial heterogeneity
    • Jacob, F., Weiss, M., Mapping biophysical variables from solar and thermal infrared remote sensing: focus on agricultural landscapes with spatial heterogeneity. IEEE Geosci. Remote. Sens. Lett. 11:10 (2014), 1844–1848.
    • (2014) IEEE Geosci. Remote. Sens. Lett. , vol.11 , Issue.10 , pp. 1844-1848
    • Jacob, F.1    Weiss, M.2
  • 34
    • 84859867127 scopus 로고    scopus 로고
    • Using Leaf Area Index, retrieved from optical imagery, in the STICS crop model for predicting yield and biomass of field crops
    • Jégo, G., Pattey, E., Liu, J., Using Leaf Area Index, retrieved from optical imagery, in the STICS crop model for predicting yield and biomass of field crops. Field Crops Res. 131 (2012), 63–74.
    • (2012) Field Crops Res. , vol.131 , pp. 63-74
    • Jégo, G.1    Pattey, E.2    Liu, J.3
  • 37
    • 26444502557 scopus 로고    scopus 로고
    • Assimilating remote sensing data into a crop model to improve predictive performance for spatial applications
    • Launay, M., Guerif, M., Assimilating remote sensing data into a crop model to improve predictive performance for spatial applications. Agric. Ecosyst. Environ. 111:1 (2005), 321–339.
    • (2005) Agric. Ecosyst. Environ. , vol.111 , Issue.1 , pp. 321-339
    • Launay, M.1    Guerif, M.2
  • 38
    • 84905647442 scopus 로고    scopus 로고
    • Assimilating remote sensing information into a coupled hydrology-crop growth model to estimate regional maize yield in arid regions
    • Li, Y., Zhou, Q., Zhou, J., Zhang, G., Chen, C., Wang, J., Assimilating remote sensing information into a coupled hydrology-crop growth model to estimate regional maize yield in arid regions. Ecol. Modell. 291 (2014), 15–27.
    • (2014) Ecol. Modell. , vol.291 , pp. 15-27
    • Li, Y.1    Zhou, Q.2    Zhou, J.3    Zhang, G.4    Chen, C.5    Wang, J.6
  • 39
    • 84904488992 scopus 로고    scopus 로고
    • Assessment of the MODIS LAI Product Using Ground Measurement Data and HJ-1A/1B Imagery in the Meadow Steppe of Hulunber, China
    • Li, Z., Tang, H., Xin, X., Zhang, B., Wang, D., Assessment of the MODIS LAI Product Using Ground Measurement Data and HJ-1A/1B Imagery in the Meadow Steppe of Hulunber, China. Remote Sens. 6:7 (2014), 6242–6265.
    • (2014) Remote Sens. , vol.6 , Issue.7 , pp. 6242-6265
    • Li, Z.1    Tang, H.2    Xin, X.3    Zhang, B.4    Wang, D.5
  • 40
    • 84900063330 scopus 로고    scopus 로고
    • Data Assimilation Methods for Land Surface Variable Estimation Advances in Land Remote Sensing
    • Springer Reprinted
    • Liang, S., Qin, J., Data Assimilation Methods for Land Surface Variable Estimation Advances in Land Remote Sensing. 2008, Springer, 313–339 Reprinted.
    • (2008) , pp. 313-339
    • Liang, S.1    Qin, J.2
  • 41
    • 0037307653 scopus 로고    scopus 로고
    • Remote sensing of regional crop production in the Yaqui Valley, Mexico: estimates and uncertainties
    • Lobell, D.B., Asner, G.P., Ortiz-Monasterio, J.I., Benning, T.L., Remote sensing of regional crop production in the Yaqui Valley, Mexico: estimates and uncertainties. Agric. Ecosyst. Environ. 94:2 (2003), 205–220.
    • (2003) Agric. Ecosyst. Environ. , vol.94 , Issue.2 , pp. 205-220
    • Lobell, D.B.1    Asner, G.P.2    Ortiz-Monasterio, J.I.3    Benning, T.L.4
  • 43
    • 84892442879 scopus 로고    scopus 로고
    • Assimilation of MODIS-LAI into the WOFOST model for forecasting regional winter wheat yield
    • Ma, G., Huang, J., Wu, W., Fan, J., Zou, J., Wu, S., Assimilation of MODIS-LAI into the WOFOST model for forecasting regional winter wheat yield. Math. Comput. Model. 58:3 (2013), 634–643.
    • (2013) Math. Comput. Model. , vol.58 , Issue.3 , pp. 634-643
    • Ma, G.1    Huang, J.2    Wu, W.3    Fan, J.4    Zou, J.5    Wu, S.6
  • 44
    • 0019146467 scopus 로고
    • Global crop forecasting
    • MacDonald, R.B., Hall, F.G., Global crop forecasting. Science 208:4445 (1980), 670–679.
    • (1980) Science , vol.208 , Issue.4445 , pp. 670-679
    • MacDonald, R.B.1    Hall, F.G.2
  • 45
    • 33947125021 scopus 로고    scopus 로고
    • Spatial dynamics of farming practices in the Seine basin: methods for agronomic approaches on a regional scale
    • Mignolet, C., Schott, C., Benoît, M., Spatial dynamics of farming practices in the Seine basin: methods for agronomic approaches on a regional scale. Sci. Total Environ. 375:1 (2007), 13–32.
    • (2007) Sci. Total Environ. , vol.375 , Issue.1 , pp. 13-32
    • Mignolet, C.1    Schott, C.2    Benoît, M.3
  • 46
    • 40649116915 scopus 로고    scopus 로고
    • Assimilating canopy reflectance data into an ecosystem model with an Ensemble Kalman Filter
    • Quaife, T., Lewis, P., De Kauwe, M., Williams, M., Law, B.E., Disney, M., Bowyer, P., Assimilating canopy reflectance data into an ecosystem model with an Ensemble Kalman Filter. Remote Sens. Environ. 112:4 (2008), 1347–1364.
    • (2008) Remote Sens. Environ. , vol.112 , Issue.4 , pp. 1347-1364
    • Quaife, T.1    Lewis, P.2    De Kauwe, M.3    Williams, M.4    Law, B.E.5    Disney, M.6    Bowyer, P.7
  • 47
    • 54949158157 scopus 로고    scopus 로고
    • Data assimilation methods in the Earth sciences
    • Reichle, R.H., Data assimilation methods in the Earth sciences. Adv. Water Resour. 31:11 (2008), 1411–1418.
    • (2008) Adv. Water Resour. , vol.31 , Issue.11 , pp. 1411-1418
    • Reichle, R.H.1
  • 48
    • 54849411536 scopus 로고    scopus 로고
    • Regional yield estimation for winter wheat with MODIS-NDVI data in Shandong, China
    • Ren, J., Chen, Z., Zhou, Q., Tang, H., Regional yield estimation for winter wheat with MODIS-NDVI data in Shandong, China. Int. J. Appl. Earth Obs. Geoinf. 10:4 (2008), 403–413.
    • (2008) Int. J. Appl. Earth Obs. Geoinf. , vol.10 , Issue.4 , pp. 403-413
    • Ren, J.1    Chen, Z.2    Zhou, Q.3    Tang, H.4
  • 50
    • 77955282289 scopus 로고    scopus 로고
    • A two-step filtering approach for detecting maize and soybean phenology with time-series MODIS data
    • Sakamoto, T., Wardlow, B.D., Gitelson, A.A., Verma, S.B., Suyker, A.E., Arkebauer, T.J., A two-step filtering approach for detecting maize and soybean phenology with time-series MODIS data. Remote Sens. Environ. 114:10 (2010), 2146–2159.
    • (2010) Remote Sens. Environ. , vol.114 , Issue.10 , pp. 2146-2159
    • Sakamoto, T.1    Wardlow, B.D.2    Gitelson, A.A.3    Verma, S.B.4    Suyker, A.E.5    Arkebauer, T.J.6
  • 52
    • 0037293704 scopus 로고    scopus 로고
    • Evaluation of ecosystem dynamics, plant geography and terrestrial carbon cycling in the LPJ dynamic global vegetation model
    • Sitch, S., Smith, B., Prentice, I.C., Arneth, A., Bondeau, A., Cramer, W., Sykes, M.T., Evaluation of ecosystem dynamics, plant geography and terrestrial carbon cycling in the LPJ dynamic global vegetation model. Glob. Chang. Biol. 9:2 (2003), 161–185.
    • (2003) Glob. Chang. Biol. , vol.9 , Issue.2 , pp. 161-185
    • Sitch, S.1    Smith, B.2    Prentice, I.C.3    Arneth, A.4    Bondeau, A.5    Cramer, W.6    Sykes, M.T.7
  • 53
    • 0037473210 scopus 로고    scopus 로고
    • Improving predictions of developmental stages in winter wheat: a modified Wang and Engel model
    • Streck, N.A., Weiss, A., Xue, Q., Baenziger, P.S., Improving predictions of developmental stages in winter wheat: a modified Wang and Engel model. Agric. For. Meteorol. 115:3 (2003), 139–150.
    • (2003) Agric. For. Meteorol. , vol.115 , Issue.3 , pp. 139-150
    • Streck, N.A.1    Weiss, A.2    Xue, Q.3    Baenziger, P.S.4
  • 54
    • 67349163244 scopus 로고    scopus 로고
    • Modelling the impacts of weather and climate variability on crop productivity over a large area: a new process-based model development, optimization, and uncertainties analysis
    • Tao, F., Yokozawa, M., Zhao, Z., Modelling the impacts of weather and climate variability on crop productivity over a large area: a new process-based model development, optimization, and uncertainties analysis. Agric. For. Meteorol. 149:8 (2009), 1266–1278.
    • (2009) Agric. For. Meteorol. , vol.149 , Issue.8 , pp. 1266-1278
    • Tao, F.1    Yokozawa, M.2    Zhao, Z.3
  • 55
    • 84867852907 scopus 로고    scopus 로고
    • Response of crop yields to climate trends since 1980 in China
    • Tao, F., Zhang, Z., Zhang, S., Zhu, Z., Shi, W., Response of crop yields to climate trends since 1980 in China. Clim. Res. 54:3 (2012), 233–247.
    • (2012) Clim. Res. , vol.54 , Issue.3 , pp. 233-247
    • Tao, F.1    Zhang, Z.2    Zhang, S.3    Zhu, Z.4    Shi, W.5
  • 57
    • 84872896888 scopus 로고    scopus 로고
    • Climate change, wheat productivity and water use in the North China Plain: a new super-ensemble-based probabilistic projection
    • Tao, F., Zhang, Z., Climate change, wheat productivity and water use in the North China Plain: a new super-ensemble-based probabilistic projection. Agric. For. Meteorol. 170 (2013), 146–165.
    • (2013) Agric. For. Meteorol. , vol.170 , pp. 146-165
    • Tao, F.1    Zhang, Z.2
  • 58
    • 70449602160 scopus 로고    scopus 로고
    • Assimilation of satellite data into agrohydrological models to improve crop yield forecasts
    • Vazifedoust, M., Van Dam, J.C., Bastiaanssen, W., Feddes, R.A., Assimilation of satellite data into agrohydrological models to improve crop yield forecasts. Int. J. Remote Sens. 30:10 (2009), 2523–2545.
    • (2009) Int. J. Remote Sens. , vol.30 , Issue.10 , pp. 2523-2545
    • Vazifedoust, M.1    Van Dam, J.C.2    Bastiaanssen, W.3    Feddes, R.A.4
  • 59
    • 84877334949 scopus 로고    scopus 로고
    • Estimating near future regional corn yields by integrating multi-source observations into a crop growth model
    • Wang, J., Li, X., Lu, L., Fang, F., Estimating near future regional corn yields by integrating multi-source observations into a crop growth model. Eur. J. Agron. 49 (2013), 126–140.
    • (2013) Eur. J. Agron. , vol.49 , pp. 126-140
    • Wang, J.1    Li, X.2    Lu, L.3    Fang, F.4
  • 60
    • 84890435028 scopus 로고    scopus 로고
    • Use of general regression neural networks for generating the GLASS leaf area index product from time-series MODIS surface reflectance
    • Xiao, Z., Liang, S., Wang, J., Chen, P., Yin, X., Zhang, L., Song, J., Use of general regression neural networks for generating the GLASS leaf area index product from time-series MODIS surface reflectance. IEEE Trans. Geosci. Remote. Sens. 52:1 (2014), 209–223.
    • (2014) IEEE Trans. Geosci. Remote. Sens. , vol.52 , Issue.1 , pp. 209-223
    • Xiao, Z.1    Liang, S.2    Wang, J.3    Chen, P.4    Yin, X.5    Zhang, L.6    Song, J.7
  • 61
    • 84863011405 scopus 로고    scopus 로고
    • Regional crop yield assessment by combination of a crop growth model and phenology information derived from MODIS
    • Xu, W., Jiang, H., Huang, J., Regional crop yield assessment by combination of a crop growth model and phenology information derived from MODIS. Sens. Lett. 9:3 (2011), 981–989.
    • (2011) Sens. Lett. , vol.9 , Issue.3 , pp. 981-989
    • Xu, W.1    Jiang, H.2    Huang, J.3
  • 62
    • 84960431813 scopus 로고    scopus 로고
    • Method for improvement of MODIS leaf area index products based on pixel-to-pixel correlations
    • Xu, X., Du, H., Zhou, G., Li, P., Method for improvement of MODIS leaf area index products based on pixel-to-pixel correlations. Eur. J. Remote. Sens., 57, 2016.
    • (2016) Eur. J. Remote. Sens. , vol.57
    • Xu, X.1    Du, H.2    Zhou, G.3    Li, P.4
  • 63
    • 85019907226 scopus 로고    scopus 로고
    • Optimising phenological metrics extraction for different crop types in Germany using the moderate resolution imaging spectrometer (MODIS)
    • Xu, X., Conrad, C., Doktor, D., Optimising phenological metrics extraction for different crop types in Germany using the moderate resolution imaging spectrometer (MODIS). Remote Sens., 9(3), 2017, 254.
    • (2017) Remote Sens. , vol.9 , Issue.3 , pp. 254
    • Xu, X.1    Conrad, C.2    Doktor, D.3
  • 64
    • 77953272310 scopus 로고    scopus 로고
    • Assessment of MODIS LAI product accuracy based on the PROSAIL model, TM and field measurements
    • Yang, F., Sun, J., Zhang, B., Yao, Z., Wang, Z., Wang, J., Yue, X., Assessment of MODIS LAI product accuracy based on the PROSAIL model, TM and field measurements. Trans. CSAE 26:4 (2010), 192–197.
    • (2010) Trans. CSAE , vol.26 , Issue.4 , pp. 192-197
    • Yang, F.1    Sun, J.2    Zhang, B.3    Yao, Z.4    Wang, Z.5    Wang, J.6    Yue, X.7
  • 65
    • 84881482288 scopus 로고    scopus 로고
    • Remote sensing based detection of crop phenology for agricultural zones in China using a new threshold method
    • You, X., Meng, J., Zhang, M., Dong, T., Remote sensing based detection of crop phenology for agricultural zones in China using a new threshold method. Remote Sens. 5:7 (2013), 3190–3211.
    • (2013) Remote Sens. , vol.5 , Issue.7 , pp. 3190-3211
    • You, X.1    Meng, J.2    Zhang, M.3    Dong, T.4
  • 66
    • 84897124131 scopus 로고    scopus 로고
    • Validation of China-wide interpolated daily climate variables from 1960 to 2011
    • Yuan, W., Xu, B., Chen, Z., Xia, J., Xu, W., Chen, Y., Fu, Y., Validation of China-wide interpolated daily climate variables from 1960 to 2011. Theor. Appl. Climatol. 119:3-4 (2015), 689–700.
    • (2015) Theor. Appl. Climatol. , vol.119 , Issue.3-4 , pp. 689-700
    • Yuan, W.1    Xu, B.2    Chen, Z.3    Xia, J.4    Xu, W.5    Chen, Y.6    Fu, Y.7
  • 67
    • 84885237989 scopus 로고    scopus 로고
    • Assimilating remote sensing information with crop model using Ensemble Kalman Filter for improving LAI monitoring and yield estimation
    • Zhao, Y., Chen, S., Shen, S., Assimilating remote sensing information with crop model using Ensemble Kalman Filter for improving LAI monitoring and yield estimation. Ecol. Modell. 270 (2013), 30–42.
    • (2013) Ecol. Modell. , vol.270 , pp. 30-42
    • Zhao, Y.1    Chen, S.2    Shen, S.3
  • 68
    • 84947594795 scopus 로고    scopus 로고
    • A flexible spatiotemporal method for fusing satellite images with different resolutions
    • Zhu, X., Helmer, E.H., Gao, F., Liu, D., Chen, J., Lefsky, M.A., A flexible spatiotemporal method for fusing satellite images with different resolutions. Remote Sens. Environ. 172 (2016), 165–177.
    • (2016) Remote Sens. Environ. , vol.172 , pp. 165-177
    • Zhu, X.1    Helmer, E.H.2    Gao, F.3    Liu, D.4    Chen, J.5    Lefsky, M.A.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.