메뉴 건너뛰기




Volumn 18, Issue 2, 2018, Pages

Automatic coregistration algorithm to remove canopy shaded pixels in UAV-borne thermal images to improve the estimation of crop water stress index of a drip-irrigated cabernet sauvignon vineyard

Author keywords

Crop water stress index (CWSI); Midday stem water potential; Multispectral and thermal automatic coregistration; Shadow removal; UAV

Indexed keywords

CROPS; FORESTRY; MEAN SQUARE ERROR; PIXELS; PLANTS (BOTANY); UNMANNED AERIAL VEHICLES (UAV); WINE;

EID: 85041375463     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s18020397     Document Type: Article
Times cited : (65)

References (83)
  • 3
    • 28844458934 scopus 로고    scopus 로고
    • Sensory attributes of cabernet sauvignon wines made from vines with different water status
    • Chapman, D.M.; Roby, G.; Ebeler, S.E.; Guinard, J.X.; Matthews, M.A. Sensory attributes of cabernet sauvignon wines made from vines with different water status. Aust. J. Grape Wine Res. 2005, 11, 339–347. [CrossRef]
    • (2005) Aust. J. Grape Wine Res. , vol.11 , pp. 339-347
    • Chapman, D.M.1    Roby, G.2    Ebeler, S.E.3    Guinard, J.X.4    Matthews, M.A.5
  • 4
    • 33845954665 scopus 로고    scopus 로고
    • Capturing the complexity of water uses and water users within a multi-agent framework
    • Berger, T.; Birner, R.; Mccarthy, N.; DíAz, J.; Wittmer, H. Capturing the complexity of water uses and water users within a multi-agent framework. Water Resour. Manag. 2007, 21, 129–148. [CrossRef]
    • (2007) Water Resour. Manag , vol.21 , pp. 129-148
    • Berger, T.1    Birner, R.2    McCarthy, N.3    Díaz, J.4    Wittmer, H.5
  • 5
    • 33645051449 scopus 로고    scopus 로고
    • Phenopsis, an automated platform for reproducible phenotyping of plant responses to soil water deficit in arabidopsis thaliana permitted the identification of an accession with low sensitivity to soil water deficit
    • Granier, C.; Aguirrezabal, L.; Chenu, K.; Cookson, S.J.; Dauzat, M.; Hamard, P.; Thioux, J.J.; Rolland, G.; Bouchier-Combaud, S.; Lebaudy, A. Phenopsis, an automated platform for reproducible phenotyping of plant responses to soil water deficit in arabidopsis thaliana permitted the identification of an accession with low sensitivity to soil water deficit. New Phytol. 2006, 169, 623–635. [CrossRef] [PubMed]
    • (2006) New Phytol , vol.169 , pp. 623-635
    • Granier, C.1    Aguirrezabal, L.2    Chenu, K.3    Cookson, S.J.4    Dauzat, M.5    Hamard, P.6    Thioux, J.J.7    Rolland, G.8    Bouchier-Combaud, S.9    Lebaudy, A.10
  • 6
    • 0034963512 scopus 로고    scopus 로고
    • Stem water potential is a sensitive indicator of grapevine water status
    • Choné, X.; Van Leeuwen, C.; Dubourdieu, D.; Gaudillère, J.P. Stem water potential is a sensitive indicator of grapevine water status. Ann. Bot. 2001, 87, 477–483. [CrossRef]
    • (2001) Ann. Bot. , vol.87 , pp. 477-483
    • Choné, X.1    Van Leeuwen, C.2    Dubourdieu, D.3    Gaudillère, J.P.4
  • 7
    • 84961855288 scopus 로고    scopus 로고
    • Improving berry and wine quality attributes and vineyard economic efficiency by long-term deficit irrigation practices under semiarid conditions
    • Romero, P.; García, J.G.; Fernández-Fernández, J.I.; Muñoz, R.G.; del Amor Saavedra, F.; Martínez-Cutillas, A. Improving berry and wine quality attributes and vineyard economic efficiency by long-term deficit irrigation practices under semiarid conditions. Sci. Hortic. 2016, 203, 69–85. [CrossRef]
    • (2016) Sci. Hortic. , vol.203 , pp. 69-85
    • Romero, P.1    García, J.G.2    Fernández-Fernández, J.I.3    Muñoz, R.G.4    Del Amor Saavedra, F.5    Martínez-Cutillas, A.6
  • 8
    • 85002376226 scopus 로고    scopus 로고
    • Irrigation level and time of imposition impact vine physiology, yield components, fruit composition and wine quality of ontario chardonnay
    • Balint, G.; Reynolds, A.G. Irrigation level and time of imposition impact vine physiology, yield components, fruit composition and wine quality of ontario chardonnay. Sci. Hortic. 2017, 214, 252–272. [CrossRef]
    • (2017) Sci. Hortic. , vol.214 , pp. 252-272
    • Balint, G.1    Reynolds, A.G.2
  • 9
    • 22144461442 scopus 로고    scopus 로고
    • Comparison of changes in stem diameter and water potential values for detecting water stress in young almond trees
    • Nortes, P.; Pérez-Pastor, A.; Egea, G.; Conejero, W.; Domingo, R. Comparison of changes in stem diameter and water potential values for detecting water stress in young almond trees. Agric. Water Manag. 2005, 77, 296–307. [CrossRef]
    • (2005) Agric. Water Manag. , vol.77 , pp. 296-307
    • Nortes, P.1    Pérez-Pastor, A.2    Egea, G.3    Conejero, W.4    Domingo, R.5
  • 10
    • 85021744988 scopus 로고    scopus 로고
    • Responses of transpiration and transpiration efficiency of almond trees to moderate water deficits
    • Espadafor, M.; Orgaz, F.; Testi, L.; Lorite, I.J.; González-Dugo, V.; Fereres, E. Responses of transpiration and transpiration efficiency of almond trees to moderate water deficits. Sci. Hortic. 2017, 225, 6–14. [CrossRef]
    • (2017) Sci. Hortic. , vol.225 , pp. 6-14
    • Espadafor, M.1    Orgaz, F.2    Testi, L.3    Lorite, I.J.4    González-Dugo, V.5    Fereres, E.6
  • 12
    • 85026486583 scopus 로고    scopus 로고
    • Yield and water productivity responses to irrigation cut-off strategies after fruit set using stem water potential thresholds in a super-high density olive orchard
    • Ahumada-Orellana, L.E.; Ortega-Farías, S.; Searles, P.S.; Retamales, J.B. Yield and water productivity responses to irrigation cut-off strategies after fruit set using stem water potential thresholds in a super-high density olive orchard. Front. Plant Sci. 2017, 8, 1280. [CrossRef] [PubMed]
    • (2017) Front. Plant Sci , vol.8 , pp. 1280
    • Ahumada-Orellana, L.E.1    Ortega-Farías, S.2    Searles, P.S.3    Retamales, J.B.4
  • 13
    • 52549114161 scopus 로고    scopus 로고
    • The potential of high spatial resolution information to define within-vineyard zones related to vine water status
    • Acevedo-Opazo, C.; Tisseyre, B.; Guillaume, S.; Ojeda, H. The potential of high spatial resolution information to define within-vineyard zones related to vine water status. Precis. Agric. 2008, 9, 285–302. [CrossRef]
    • (2008) Precis. Agric. , vol.9 , pp. 285-302
    • Acevedo-Opazo, C.1    Tisseyre, B.2    Guillaume, S.3    Ojeda, H.4
  • 14
    • 84867875843 scopus 로고    scopus 로고
    • Assessment of vineyard water status variability by thermal and multispectral imagery using an unmanned aerial vehicle (Uav)
    • Baluja, J.; Diago, M.P.; Balda, P.; Zorer, R.; Meggio, F.; Morales, F.; Tardaguila, J. Assessment of vineyard water status variability by thermal and multispectral imagery using an unmanned aerial vehicle (uav). Irrig. Sci. 2012, 30, 511–522. [CrossRef]
    • (2012) Irrig. Sci. , vol.30 , pp. 511-522
    • Baluja, J.1    Diago, M.P.2    Balda, P.3    Zorer, R.4    Meggio, F.5    Morales, F.6    Tardaguila, J.7
  • 15
    • 79955479631 scopus 로고    scopus 로고
    • Applications of thermal imaging in agriculture and food industry—A review
    • Vadivambal, R.; Jayas, D.S. Applications of thermal imaging in agriculture and food industry—A review. Food Bioprocess Technol. 2011, 4, 186–199. [CrossRef]
    • (2011) Food Bioprocess Technol , vol.4 , pp. 186-199
    • Vadivambal, R.1    Jayas, D.S.2
  • 16
    • 84942546476 scopus 로고    scopus 로고
    • Combining leaf physiology, hyperspectral imaging and partial least squares-regression (Pls-r) for grapevine water status assessment
    • Rapaport, T.; Hochberg, U.; Shoshany, M.; Karnieli, A.; Rachmilevitch, S. Combining leaf physiology, hyperspectral imaging and partial least squares-regression (pls-r) for grapevine water status assessment. ISPRS J. Photogramm. Remote Sens. 2015, 109, 88–97. [CrossRef]
    • (2015) ISPRS J. Photogramm. Remote Sens. , vol.109 , pp. 88-97
    • Rapaport, T.1    Hochberg, U.2    Shoshany, M.3    Karnieli, A.4    Rachmilevitch, S.5
  • 17
    • 84918522300 scopus 로고    scopus 로고
    • Detecting crop water status in mature olive groves using vegetation spectral measurements
    • Rallo, G.; Minacapilli, M.; Ciraolo, G.; Provenzano, G. Detecting crop water status in mature olive groves using vegetation spectral measurements. Biosyst. Eng. 2014, 128, 52–68. [CrossRef]
    • (2014) Biosyst. Eng. , vol.128 , pp. 52-68
    • Rallo, G.1    Minacapilli, M.2    Ciraolo, G.3    Provenzano, G.4
  • 20
    • 85032742762 scopus 로고    scopus 로고
    • Artificial neural network to predict vine water status spatial variability using multispectral information obtained from an unmanned aerial vehicle (Uav)
    • Poblete, T.; Ortega-Farías, S.; Moreno, M.A.; Bardeen, M. Artificial neural network to predict vine water status spatial variability using multispectral information obtained from an unmanned aerial vehicle (uav). Sensors 2017, 17, 2488. [CrossRef] [PubMed]
    • (2017) Sensors , vol.17 , pp. 2488
    • Poblete, T.1    Ortega-Farías, S.2    Moreno, M.A.3    Bardeen, M.4
  • 21
    • 84953889163 scopus 로고    scopus 로고
    • Evaluation of neural network modeling to predict non-water-stressed leaf temperature in wine grape for calculation of crop water stress index
    • King, B.; Shellie, K. Evaluation of neural network modeling to predict non-water-stressed leaf temperature in wine grape for calculation of crop water stress index. Agric. Water Manag. 2016, 167, 38–52. [CrossRef]
    • (2016) Agric. Water Manag. , vol.167 , pp. 38-52
    • King, B.1    Shellie, K.2
  • 22
    • 84894905163 scopus 로고    scopus 로고
    • Thermal cameras and applications: A survey
    • Gade, R.; Moeslund, T.B. Thermal cameras and applications: A survey. Mach. Vis. Appl. 2014, 25, 245–262. [CrossRef]
    • (2014) Mach. Vis. Appl. , vol.25 , pp. 245-262
    • Gade, R.1    Moeslund, T.B.2
  • 24
    • 84927779838 scopus 로고    scopus 로고
    • Comparison of canopy temperature-based water stress indices for maize
    • DeJonge, K.C.; Taghvaeian, S.; Trout, T.J.; Comas, L.H. Comparison of canopy temperature-based water stress indices for maize. Agric. Water Manag. 2015, 156, 51–62. [CrossRef]
    • (2015) Agric. Water Manag. , vol.156 , pp. 51-62
    • Dejonge, K.C.1    Taghvaeian, S.2    Trout, T.J.3    Comas, L.H.4
  • 25
    • 85014360288 scopus 로고    scopus 로고
    • Selecting canopy zones and thresholding approaches to assess grapevine water status by using aerial and ground-based thermal imaging
    • Sepúlveda-Reyes, D.; Ingram, B.; Bardeen, M.; Zúñiga, M.; Ortega-Farías, S.; Poblete-Echeverría, C. Selecting canopy zones and thresholding approaches to assess grapevine water status by using aerial and ground-based thermal imaging. Remote Sens. 2016, 8, 822. [CrossRef]
    • (2016) Remote Sens , vol.8 , pp. 822
    • Sepúlveda-Reyes, D.1    Ingram, B.2    Bardeen, M.3    Zúñiga, M.4    Ortega-Farías, S.5    Poblete-Echeverría, C.6
  • 26
    • 84868629775 scopus 로고    scopus 로고
    • The application of small unmanned aerial systems for precision agriculture: A review
    • Zhang, C.; Kovacs, J.M. The application of small unmanned aerial systems for precision agriculture: A review. Precis. Agric. 2012, 13, 693–712. [CrossRef]
    • (2012) Precis. Agric. , vol.13 , pp. 693-712
    • Zhang, C.1    Kovacs, J.M.2
  • 27
    • 84983759039 scopus 로고    scopus 로고
    • Estimation of energy balance components over a drip-irrigated olive orchard using thermal and multispectral cameras placed on a helicopter-based unmanned aerial vehicle (Uav)
    • Ortega-Farías, S.; Ortega-Salazar, S.; Poblete, T.; Kilic, A.; Allen, R.; Poblete-Echeverría, C.; Ahumada-Orellana, L.; Zuñiga, M.; Sepúlveda, D. Estimation of energy balance components over a drip-irrigated olive orchard using thermal and multispectral cameras placed on a helicopter-based unmanned aerial vehicle (uav). Remote Sens. 2016, 8, 638. [CrossRef]
    • (2016) Remote Sens , vol.8 , pp. 638
    • Ortega-Farías, S.1    Ortega-Salazar, S.2    Poblete, T.3    Kilic, A.4    Allen, R.5    Poblete-Echeverría, C.6    Ahumada-Orellana, L.7    Zuñiga, M.8    Sepúlveda, D.9
  • 29
    • 84897562134 scopus 로고    scopus 로고
    • Unmanned aerial systems for photogrammetry and remote sensing: A review
    • Colomina, I.; Molina, P. Unmanned aerial systems for photogrammetry and remote sensing: A review. ISPRS J. Photogramm. Remote Sens. 2014, 92, 79–97. [CrossRef]
    • (2014) ISPRS J. Photogramm. Remote Sens. , vol.92 , pp. 79-97
    • Colomina, I.1    Molina, P.2
  • 30
    • 85028331428 scopus 로고    scopus 로고
    • Adaptive estimation of crop water stress in nectarine and peach orchards using high-resolution imagery from an unmanned aerial vehicle (Uav)
    • Park, S.; Ryu, D.; Fuentes, S.; Chung, H.; Hernández-Montes, E.; O’Connell, M. Adaptive estimation of crop water stress in nectarine and peach orchards using high-resolution imagery from an unmanned aerial vehicle (uav). Remote Sens. 2017, 9, 828. [CrossRef]
    • (2017) Remote Sens , vol.9 , pp. 828
    • Park, S.1    Ryu, D.2    Fuentes, S.3    Chung, H.4    Hernández-Montes, E.5    O’Connell, M.6
  • 31
    • 84994479711 scopus 로고    scopus 로고
    • High-resolution uav-based thermal imaging to estimate the instantaneous and seasonal variability of plant water status within a vineyard
    • Santesteban, L.; Di Gennaro, S.; Herrero-Langreo, A.; Miranda, C.; Royo, J.; Matese, A. High-resolution uav-based thermal imaging to estimate the instantaneous and seasonal variability of plant water status within a vineyard. Agric. Water Manag. 2017, 183, 49–59. [CrossRef]
    • (2017) Agric. Water Manag. , vol.183 , pp. 49-59
    • Santesteban, L.1    Di Gennaro, S.2    Herrero-Langreo, A.3    Miranda, C.4    Royo, J.5    Matese, A.6
  • 32
    • 84911480845 scopus 로고    scopus 로고
    • Mapping crop water stress index in a ‘pinot-noir’vineyard: Comparing ground measurements with thermal remote sensing imagery from an unmanned aerial vehicle
    • Bellvert, J.; Zarco-Tejada, P.J.; Girona, J.; Fereres, E. Mapping crop water stress index in a ‘pinot-noir’vineyard: Comparing ground measurements with thermal remote sensing imagery from an unmanned aerial vehicle. Precis. Agric. 2014, 15, 361–376. [CrossRef]
    • (2014) Precis. Agric. , vol.15 , pp. 361-376
    • Bellvert, J.1    Zarco-Tejada, P.J.2    Girona, J.3    Fereres, E.4
  • 33
    • 84925492062 scopus 로고    scopus 로고
    • Seasonal evolution of crop water stress index in grapevine varieties determined with high-resolution remote sensing thermal imagery
    • Bellvert, J.; Marsal, J.; Girona, J.; Zarco-Tejada, P.J. Seasonal evolution of crop water stress index in grapevine varieties determined with high-resolution remote sensing thermal imagery. Irrig. Sci. 2015, 33, 81–93. [CrossRef]
    • (2015) Irrig. Sci. , vol.33 , pp. 81-93
    • Bellvert, J.1    Marsal, J.2    Girona, J.3    Zarco-Tejada, P.J.4
  • 34
    • 84883083537 scopus 로고    scopus 로고
    • Review of shadow detection and de-shadowing methods in remote sensing
    • Shahtahmassebi, A.; Yang, N.; Wang, K.; Moore, N.; Shen, Z. Review of shadow detection and de-shadowing methods in remote sensing. Chin. Geogr. Sci. 2013, 23, 403–420. [CrossRef]
    • (2013) Chin. Geogr. Sci. , vol.23 , pp. 403-420
    • Shahtahmassebi, A.1    Yang, N.2    Wang, K.3    Moore, N.4    Shen, Z.5
  • 35
    • 84864770154 scopus 로고    scopus 로고
    • Object-based shadow extraction and correction of high-resolution optical satellite images
    • Liu, W.; Yamazaki, F. Object-based shadow extraction and correction of high-resolution optical satellite images. IEEE J. Sel. Top. Appl. Earth Observ. Remote Sens. 2012, 5, 1296–1302. [CrossRef]
    • (2012) IEEE J. Sel. Top. Appl. Earth Observ. Remote Sens. , vol.5 , pp. 1296-1302
    • Liu, W.1    Yamazaki, F.2
  • 36
    • 84865681551 scopus 로고    scopus 로고
    • Automated building detection from high-resolution satellite image for updating gis building inventory data
    • Vancouver, BC, Canada, 1–6
    • Miura, H.; Midorikawa, S.; Fujimoto, K. Automated building detection from high-resolution satellite image for updating gis building inventory data. In Proceedings of the 13th World Conference on Earthquake Engineering, Vancouver, BC, Canada, 1–6 August 2004.
    • (2004) Proceedings of the 13Th World Conference on Earthquake Engineering , vol.August
    • Miura, H.1    Midorikawa, S.2    Fujimoto, K.3
  • 37
    • 34249807813 scopus 로고    scopus 로고
    • A Knowledge-Based Approach for Reducing Cloud and Shadow. In Proceedings of the
    • Washington, DC, USA, 19–26 April
    • Song, M.; Civco, D.L. A Knowledge-Based Approach for Reducing Cloud and Shadow. In Proceedings of the 2002 ASPRS-ACSM Annual Conference and FIG XXII Congress, Washington, DC, USA, 19–26 April 2002; pp. 22–26.
    • (2002) ASPRS-ACSM Annual Conference and FIG XXII Congress , vol.2002 , pp. 22-26
    • Song, M.1    Civco, D.L.2
  • 39
    • 84864556003 scopus 로고    scopus 로고
    • Estimation of reflectance from a glacier surface by comparing spectrometer measurements with satellite-derived reflectances
    • Hendriks, J.; Pellikka, P. Estimation of reflectance from a glacier surface by comparing spectrometer measurements with satellite-derived reflectances. J. Glaciol. 2004, 38, 139–154.
    • (2004) J. Glaciol , vol.38 , pp. 139-154
    • Hendriks, J.1    Pellikka, P.2
  • 40
    • 77958041862 scopus 로고    scopus 로고
    • In Study on shadow detection method on high resolution remote sensing image based on his space transformation and ndvi index
    • Beijing, China
    • Cai, D.; Li, M.; Bao, Z.; Chen, Z.; Wei, W.; Zhang, H. In Study on shadow detection method on high resolution remote sensing image based on his space transformation and ndvi index. In Proceedings of the 18th International Conference on Geoinformatics, Beijing, China, 18–20 June 2010; pp. 1–4.
    • (2010) In Proceedings of the 18Th International Conference on Geoinformatics , vol.18-20 June , pp. 1-4
    • Cai, D.1    Li, M.2    Bao, Z.3    Chen, Z.4    Wei, W.5    Zhang, H.6
  • 42
    • 2942567780 scopus 로고    scopus 로고
    • Combining thermal and visible imagery for estimating canopy temperature and identifying plant stress
    • Leinonen, I.; Jones, H.G. Combining thermal and visible imagery for estimating canopy temperature and identifying plant stress. J. Exp. Bot. 2004, 55, 1423–1431. [CrossRef] [PubMed]
    • (2004) J. Exp. Bot. , vol.55 , pp. 1423-1431
    • Leinonen, I.1    Jones, H.G.2
  • 43
    • 84855428733 scopus 로고    scopus 로고
    • Fluorescence, temperature and narrow-band indices acquired from a uav platform for water stress detection using a micro-hyperspectral imager and a thermal camera
    • Zarco-Tejada, P.J.; González-Dugo, V.; Berni, J.A. Fluorescence, temperature and narrow-band indices acquired from a uav platform for water stress detection using a micro-hyperspectral imager and a thermal camera. Remote Sens. Environ. 2012, 117, 322–337. [CrossRef]
    • (2012) Remote Sens. Environ. , vol.117 , pp. 322-337
    • Zarco-Tejada, P.J.1    González-Dugo, V.2    Berni, J.A.3
  • 45
    • 84882656099 scopus 로고    scopus 로고
    • A pri-based water stress index combining structural and chlorophyll effects: Assessment using diurnal narrow-band airborne imagery and the cwsi thermal index
    • Zarco-Tejada, P.J.; González-Dugo, V.; Williams, L.; Suárez, L.; Berni, J.A.; Goldhamer, D.; Fereres, E. A pri-based water stress index combining structural and chlorophyll effects: Assessment using diurnal narrow-band airborne imagery and the cwsi thermal index. Remote Sens. Environ. 2013, 138, 38–50. [CrossRef]
    • (2013) Remote Sens. Environ. , Issue.1 , pp. 38-50
    • Zarco-Tejada, P.J.1    González-Dugo, V.2    Williams, L.3    Suárez, L.4    Berni, J.A.5    Goldhamer, D.6    Fereres, E.7
  • 46
    • 84886723223 scopus 로고    scopus 로고
    • Using high resolution uav thermal imagery to assess the variability in the water status of five fruit tree species within a commercial orchard
    • Gonzalez-Dugo, V.; Zarco-Tejada, P.; Nicolás, E.; Nortes, P.; Alarcón, J.; Intrigliolo, D.; Fereres, E. Using high resolution uav thermal imagery to assess the variability in the water status of five fruit tree species within a commercial orchard. Precis. Agric. 2013, 14, 660–678. [CrossRef]
    • (2013) Precis. Agric. , vol.14 , pp. 660-678
    • Gonzalez-Dugo, V.1    Zarco-Tejada, P.2    Nicolás, E.3    Nortes, P.4    Alarcón, J.5    Intrigliolo, D.6    Fereres, E.7
  • 47
    • 49349108623 scopus 로고
    • Threshold selection method from gray-level histograms
    • Otsu, N. A threshold selection method from gray-level histograms. Automatica 1975, 11, 23–27. [CrossRef]
    • (1975) Automatica , vol.11 , pp. 23-27
    • Otsu, N.A.1
  • 48
    • 85002867908 scopus 로고    scopus 로고
    • Uav photogrammetry for mapping vegetation in the low-arctic
    • Fraser, R.H.; Olthof, I.; Lantz, T.C.; Schmitt, C. Uav photogrammetry for mapping vegetation in the low-arctic. Arct. Sci. 2016, 2, 79–102. [CrossRef]
    • (2016) Arct. Sci. , vol.2 , pp. 79-102
    • Fraser, R.H.1    Olthof, I.2    Lantz, T.C.3    Schmitt, C.4
  • 49
    • 85041329763 scopus 로고    scopus 로고
    • Diurnal variation in grapevine water stress as a function of changing soil water status and meteorological conditions
    • Van Zyl, J. Diurnal variation in grapevine water stress as a function of changing soil water status and meteorological conditions. S. Afr. J. Enol. Vitic. 2017, 8, 45–52. [CrossRef]
    • (2017) S. Afr. J. Enol. Vitic , vol.45-52 , pp. 8
    • Zyl, V.1
  • 50
    • 84890746134 scopus 로고    scopus 로고
    • Validation of thermal indices for water status identification in grapevine
    • Pou, A.; Diago, M.P.; Medrano, H.; Baluja, J.; Tardaguila, J. Validation of thermal indices for water status identification in grapevine. Agric. Water Manag. 2014, 134, 60–72. [CrossRef]
    • (2014) Agric. Water Manag. , vol.134 , pp. 60-72
    • Pou, A.1    Diago, M.P.2    Medrano, H.3    Baluja, J.4    Tardaguila, J.5
  • 51
    • 33748360962 scopus 로고    scopus 로고
    • Optimizing thermal imaging as a technique for detecting stomatal closure induced by drought stress under greenhouse conditions
    • Grant, O.M.; Chaves, M.M.; Jones, H.G. Optimizing thermal imaging as a technique for detecting stomatal closure induced by drought stress under greenhouse conditions. Physiol. Plant. 2006, 127, 507–518. [CrossRef]
    • (2006) Physiol. Plant. , vol.127 , pp. 507-518
    • Grant, O.M.1    Chaves, M.M.2    Jones, H.G.3
  • 52
    • 84902436236 scopus 로고    scopus 로고
    • Automatic detection of regions in spinach canopies responding to soil moisture deficit using combined visible and thermal imagery
    • Smith, H.K.; Clarkson, G.J.; Taylor, G.; Thompson, A.J.; Clarkson, J.; Rajpoot, N.M. Automatic detection of regions in spinach canopies responding to soil moisture deficit using combined visible and thermal imagery. PLoS ONE 2014, 9, e97612.
    • (2014) Plos ONE , vol.9
    • Smith, H.K.1    Clarkson, G.J.2    Taylor, G.3    Thompson, A.J.4    Clarkson, J.5    Rajpoot, N.M.6
  • 53
    • 63249083814 scopus 로고    scopus 로고
    • Image fusion of visible and thermal images for fruit detection
    • Bulanon, D.; Burks, T.; Alchanatis, V. Image fusion of visible and thermal images for fruit detection. Biosyst. Eng. 2009, 103, 12–22. [CrossRef]
    • (2009) Biosyst. Eng. , vol.103 , pp. 12-22
    • Bulanon, D.1    Burks, T.2    Alchanatis, V.3
  • 54
    • 84970983713 scopus 로고    scopus 로고
    • Pixel-level image fusion: A survey of the state of the art
    • Li, S.; Kang, X.; Fang, L.; Hu, J.; Yin, H. Pixel-level image fusion: A survey of the state of the art. Infor. Fusion 2017, 33, 100–112. [CrossRef]
    • (2017) Infor. Fusion , vol.33 , pp. 100-112
    • Li, S.1    Kang, X.2    Fang, L.3    Hu, J.4    Yin, H.5
  • 55
    • 33747330851 scopus 로고    scopus 로고
    • Estimation of lai and fractional cover from small footprint airborne laser scanning data based on gap fraction
    • Morsdorf, F.; Kötz, B.; Meier, E.; Itten, K.; Allgöwer, B. Estimation of lai and fractional cover from small footprint airborne laser scanning data based on gap fraction. Remote Sens. Environ. 2006, 104, 50–61. [CrossRef]
    • (2006) Remote Sens. Environ. , vol.104 , pp. 50-61
    • Morsdorf, F.1    Kötz, B.2    Meier, E.3    Itten, K.4    Allgöwer, B.5
  • 56
    • 0036503020 scopus 로고    scopus 로고
    • Plant indicators for scheduling irrigation of young olive trees
    • Moriana, A.; Fereres, E. Plant indicators for scheduling irrigation of young olive trees. Irrig. Sci. 2002, 21, 83–90.
    • (2002) Irrig. Sci. , vol.21 , pp. 83-90
    • Moriana, A.1    Fereres, E.2
  • 57
    • 85030090449 scopus 로고    scopus 로고
    • Uncooled thermal camera calibration and optimization of the photogrammetry process for uav applications in agriculture
    • Ribeiro-Gomes, K.; Hernández-López, D.; Ortega, J.F.; Ballesteros, R.; Poblete, T.; Moreno, M.A. Uncooled thermal camera calibration and optimization of the photogrammetry process for uav applications in agriculture. Sensors 2017, 17, 2173. [CrossRef] [PubMed]
    • (2017) Sensors , vol.17 , pp. 2173
    • Ribeiro-Gomes, K.1    Hernández-López, D.2    Ortega, J.F.3    Ballesteros, R.4    Poblete, T.5    Moreno, M.A.6
  • 58
    • 61349099437 scopus 로고    scopus 로고
    • Texture and scale in object-based analysis of subdecimeter resolution unmanned aerial vehicle (Uav) imagery
    • Laliberte, A.S.; Rango, A. Texture and scale in object-based analysis of subdecimeter resolution unmanned aerial vehicle (uav) imagery. IEEE Trans. Geosci. Remote Sens. 2009, 47, 761–770. [CrossRef]
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , pp. 761-770
    • Laliberte, A.S.1    Rango, A.2
  • 62
    • 0019574599 scopus 로고
    • Random sample consensus: A paradigm for model fitting with applications to image analysis and automated cartography
    • Fischler, M.A.; Bolles, R.C. Random sample consensus: A paradigm for model fitting with applications to image analysis and automated cartography. Commun. ACM 1981, 24, 381–395. [CrossRef]
    • (1981) Commun. ACM , vol.24 , pp. 381-395
    • Fischler, M.A.1    Bolles, R.C.2
  • 65
    • 85046314193 scopus 로고    scopus 로고
    • Fpga-based architecture of a real-time sift matcher and ransac algorithm for robotic vision applications
    • Vourvoulakis, J.; Kalomiros, J.; Lygouras, J. Fpga-based architecture of a real-time sift matcher and ransac algorithm for robotic vision applications. Multimed. Tools Appl. 2017, 1–23. [CrossRef]
    • (2017) Multimed. Tools Appl , pp. 1-23
    • Vourvoulakis, J.1    Kalomiros, J.2    Lygouras, J.3
  • 73
    • 78650994992 scopus 로고    scopus 로고
    • Vlfeat: An open and portable library of computer vision algorithms
    • Firenze, Italy, 25–29 October, ACM: New York, NY, USA
    • Vedaldi, A.; Fulkerson, B. Vlfeat: An open and portable library of computer vision algorithms. In Proceedings of the 18th ACM International Conference on Multimedia, Firenze, Italy, 25–29 October 2010; ACM: New York, NY, USA, 2010; pp. 1469–1472.
    • (2010) Proceedings of the 18Th ACM International Conference on Multimedia , vol.2010 , pp. 1469-1472
    • Vedaldi, A.1    Fulkerson, B.2
  • 74
    • 84969135721 scopus 로고    scopus 로고
    • K-means++: The advantages of careful seeding
    • New Orleans, LA, USA, 7–9 January, Society for Industrial and Applied Mathematics: Philadelphia, PA, USA
    • Arthur, D.; Vassilvitskii, S. K-means++: The advantages of careful seeding. In Proceedings of the Eighteenth Annual ACM-SIAM Symposium on Discrete Algorithms, New Orleans, LA, USA, 7–9 January 2007; Society for Industrial and Applied Mathematics: Philadelphia, PA, USA, 2007; pp. 1027–1035.
    • (2007) Proceedings of the Eighteenth Annual ACM-SIAM Symposium on Discrete Algorithms , vol.2007 , pp. 1027-1035
    • Arthur, D.1    Vassilvitskii, S.2
  • 76
    • 18144417500 scopus 로고    scopus 로고
    • A system to detect houses and residential street networks in multispectral satellite images
    • Ünsalan, C.; Boyer, K.L. A system to detect houses and residential street networks in multispectral satellite images. Comput. Vis. Image Underst. 2005, 98, 423–461. [CrossRef]
    • (2005) Comput. Vis. Image Underst. , vol.98 , pp. 423-461
    • Ünsalan, C.1    Boyer, K.L.2
  • 78
    • 80054044015 scopus 로고    scopus 로고
    • Multi-spectral false color shadow detectionIn Photogrammetric Image Analysis
    • PIA 2011 Munich, Germany5–7 October 2011; Springer: Berlin/Heidelberg, Germany
    • Teke, M.; Başeski, E.; Ok, A.; Yüksel, B.; Şenaras, Ç. Multi-spectral false color shadow detectionIn Photogrammetric Image Analysis, Proceedings of the ISPRS Conference, PIA 2011 Munich, Germany5–7 October 2011; Springer: Berlin/Heidelberg, Germany, 2011; pp. 109–119.
    • (2011) Proceedings of the ISPRS Conference , pp. 109-119
    • Teke, M.1    Başeski, E.2    Ok, A.3    Yüksel, B.4    Şenaras, Ç.5
  • 79
    • 83455195642 scopus 로고    scopus 로고
    • Object-based cloud and cloud shadow detection in landsat imagery
    • Zhu, Z.; Woodcock, C.E. Object-based cloud and cloud shadow detection in landsat imagery. Remote Sens. Environ. 2012, 118, 83–94. [CrossRef]
    • (2012) Remote Sens. Environ. , vol.118 , pp. 83-94
    • Zhu, Z.1    Woodcock, C.E.2
  • 80
    • 53649102962 scopus 로고    scopus 로고
    • Developing clear-sky, cloud and cloud shadow mask for producing clear-sky composites at 250-meter spatial resolution for the seven modis land bands over canada and north america
    • Luo, Y.; Trishchenko, A.P.; Khlopenkov, K.V. Developing clear-sky, cloud and cloud shadow mask for producing clear-sky composites at 250-meter spatial resolution for the seven modis land bands over canada and north america. Remote Sens. Environ. 2008, 112, 4167–4185. [CrossRef]
    • (2008) Remote Sens. Environ. , vol.112 , pp. 4167-4185
    • Luo, Y.1    Trishchenko, A.P.2    Khlopenkov, K.V.3
  • 81
    • 59449106825 scopus 로고    scopus 로고
    • Is it possible to assess the spatial variability of vine water status?
    • Acevedo-Opazo, C.; Tisseyre, B.; Ojeda, H.; Ortega-Farias, S.; Guillaume, S. Is it possible to assess the spatial variability of vine water status? OENO ONE 2008, 42, 203–219. [CrossRef]
    • (2008) OENO ONE , vol.42 , pp. 203-219
    • Acevedo-Opazo, C.1    Tisseyre, B.2    Ojeda, H.3    Ortega-Farias, S.4    Guillaume, S.5
  • 82
    • 0036840227 scopus 로고    scopus 로고
    • Use of infrared thermography for monitoring stomatal closure in the field: Application to grapevine
    • Jones, H.G.; Stoll, M.; Santos, T.; Sousa, C.d.; Chaves, M.M.; Grant, O.M. Use of infrared thermography for monitoring stomatal closure in the field: Application to grapevine. J. Exp. Bot. 2002, 53, 2249–2260. [CrossRef] [PubMed]
    • (2002) J. Exp. Bot. , vol.53 , pp. 2249-2260
    • Jones, H.G.1    Stoll, M.2    Santos, T.3    Sousa, C.D.4    Chaves, M.M.5    Grant, O.M.6
  • 83
    • 0002737102 scopus 로고
    • Non-water-stressed baselines: A key to measuring and interpreting plant water stress
    • Idso, S.B. Non-water-stressed baselines: A key to measuring and interpreting plant water stress. Agric. Meteorol. 1982, 27, 59–70. [CrossRef]
    • (1982) Agric. Meteorol. , vol.27 , pp. 59-70
    • Idso, S.B.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.