메뉴 건너뛰기




Volumn 103, Issue 7, 2019, Pages 1642-1650

An improved crop scouting technique incorporating unmanned aerial vehicle-assisted multispectral crop imaging into conventional scouting practice for gummy stem blight in Watermelon

Author keywords

Cucurbits; Drone assisted scouting; Precision agriculture; UAV; Watermelon

Indexed keywords

AGRICULTURE; CITRULLUS; CROP; DEVICES; FLORIDA; IMAGE PROCESSING; MICROBIOLOGY; PROCEDURES; REMOTE SENSING;

EID: 85068537345     PISSN: 01912917     EISSN: 19437692     Source Type: Journal    
DOI: 10.1094/PDIS-08-18-1373-RE     Document Type: Article
Times cited : (31)

References (50)
  • 2
    • 84868647245 scopus 로고    scopus 로고
    • IT as enabler of sustainable farming: An empirical analysis of farmers’ adoption decision of precision agriculture technology
    • Aubert, B. A., Schroeder, A., and Grimaudo, J. 2012. IT as enabler of sustainable farming: An empirical analysis of farmers’ adoption decision of precision agriculture technology. Decis. Support Syst. 54:510-520.
    • (2012) Decis. Support Syst. , vol.54 , pp. 510-520
    • Aubert, B.A.1    Schroeder, A.2    Grimaudo, J.3
  • 3
    • 85034731862 scopus 로고    scopus 로고
    • Assessment of in-season cotton nitrogen status and lint yield prediction from unmanned aerial system imagery
    • Ballester, C., Hornbuckle, J., Brinkhoff, J., Smith, J., and Quayle, W. 2017. Assessment of in-season cotton nitrogen status and lint yield prediction from unmanned aerial system imagery. Remote Sens. 9:1149.
    • (2017) Remote Sens. , vol.9 , pp. 1149
    • Ballester, C.1    Hornbuckle, J.2    Brinkhoff, J.3    Smith, J.4    Quayle, W.5
  • 4
    • 85028761593 scopus 로고    scopus 로고
    • Sources of resistance in accessions of Cucurbita spp. to virus species from the genus Potyvirus
    • Barbosa, G. S., Lima, J. A. A., Nascimento, A. K. A., Silva, F. R., and Dias, R. C. S. 2017. Sources of resistance in accessions of Cucurbita spp. to virus species from the genus Potyvirus. Rev. Cienc. Agron. 48:725-731.
    • (2017) Rev. Cienc. Agron. , vol.48 , pp. 725-731
    • Barbosa, G.S.1    Lima, J.A.A.2    Nascimento, A.K.A.3    Silva, F.R.4    Dias, R.C.S.5
  • 5
    • 18044391774 scopus 로고
    • A comparison of sampling methods for surveying alfalfa diseases
    • Basu, P. K., and Lin, C. S. 1977. A comparison of sampling methods for surveying alfalfa diseases. Can. J. Plant Sci. 57:1091-1097.
    • (1977) Can. J. Plant Sci. , vol.57 , pp. 1091-1097
    • Basu, P.K.1    Lin, C.S.2
  • 6
    • 84904429218 scopus 로고    scopus 로고
    • Fusion of sensor data for the detection and differentiation of plant diseases in cucumber
    • Berdugo, C. A., Zito, R., Paulus, S., and Mahlein, A. K. 2014. Fusion of sensor data for the detection and differentiation of plant diseases in cucumber. Plant Pathol. 63:1344-1356.
    • (2014) Plant Pathol. , vol.63 , pp. 1344-1356
    • Berdugo, C.A.1    Zito, R.2    Paulus, S.3    Mahlein, A.K.4
  • 7
    • 77950942373 scopus 로고    scopus 로고
    • Plant disease severity estimated visually, by digital photography and image analysis, and by hyperspectral imaging
    • Bock, C. H., Pool, G. H., Parker, P. E., and Gottwald, T. R. 2010. Plant disease severity estimated visually, by digital photography and image analysis, and by hyperspectral imaging. Crit. Rev. Plant Sci. 29:59-107.
    • (2010) Crit. Rev. Plant Sci. , vol.29 , pp. 59-107
    • Bock, C.H.1    Pool, G.H.2    Parker, P.E.3    Gottwald, T.R.4
  • 8
    • 84937860942 scopus 로고    scopus 로고
    • Evaluating multispectral images and vegetation indices for precision farming applications from UAV images
    • Candiago, S., Remondino, F., Giglio, M. D., Dubbini, M., and Gattelli, M. 2015. Evaluating multispectral images and vegetation indices for precision farming applications from UAV images. Remote Sens. 7:4026-4047.
    • (2015) Remote Sens. , vol.7 , pp. 4026-4047
    • Candiago, S.1    Remondino, F.2    Giglio, M.D.3    Dubbini, M.4    Gattelli, M.5
  • 9
    • 84873748805 scopus 로고    scopus 로고
    • Plant architecture, its diversity and manipulation in agronomic conditions, in relation with pest and pathogen attacks
    • Costes, E., Lauri, P. E., Simon, S., and Andrieu, B. 2013. Plant architecture, its diversity and manipulation in agronomic conditions, in relation with pest and pathogen attacks. Eur. J. Plant Pathol. 135:455-470.
    • (2013) Eur. J. Plant Pathol. , vol.135 , pp. 455-470
    • Costes, E.1    Lauri, P.E.2    Simon, S.3    Andrieu, B.4
  • 10
    • 84872169384 scopus 로고    scopus 로고
    • Emerging trade-offs-impact of phytoprotectants (PsbS, xanthophylls, and vitamin E) on oxylipins as regulators of development and defense
    • Demmig-Adams, B., Cohu, C. M., Amlard, V., Zadelhoff, G., Veldink, G. A., Muller, O., and Adam, W. W. I. I. I. 2013. Emerging trade-offs-impact of phytoprotectants (PsbS, xanthophylls, and vitamin E) on oxylipins as regulators of development and defense. New Phytol. 197:720-729.
    • (2013) New Phytol. , vol.197 , pp. 720-729
    • Demmig-Adams, B.1    Cohu, C.M.2    Amlard, V.3    Zadelhoff, G.4    Veldink, G.A.5    Muller, O.6    Adam, W.W.7
  • 12
    • 0030453414 scopus 로고    scopus 로고
    • Use of a green channel in remote sensing of global vegetation from EOS-MODIS
    • Gitelson, A. A., Kaufman, Y. J., and Merzlyak, M. N. 1996. Use of a green channel in remote sensing of global vegetation from EOS-MODIS. Remote Sens. Environ. 58:289-298.
    • (1996) Remote Sens. Environ. , vol.58 , pp. 289-298
    • Gitelson, A.A.1    Kaufman, Y.J.2    Merzlyak, M.N.3
  • 13
    • 0000248506 scopus 로고
    • Optical properties of plastic mulches affect the field temperature regime
    • Ham, J. M., Kluitenberg, G. J., and Lamont, W. J. 1993. Optical properties of plastic mulches affect the field temperature regime. J. Am. Soc. Hortic. Sci. 118:188-193.
    • (1993) J. Am. Soc. Hortic. Sci. , vol.118 , pp. 188-193
    • Ham, J.M.1    Kluitenberg, G.J.2    Lamont, W.J.3
  • 14
    • 85014994578 scopus 로고    scopus 로고
    • Spectral assessment of two-spotted spider mite damage levels in the leaves of greenhouse-grown pepper and bean
    • Herrmann, I., Berenstein, M., Paz-Kagan, T., Sade, A., and Karnieli, A. 2017. Spectral assessment of two-spotted spider mite damage levels in the leaves of greenhouse-grown pepper and bean. Biosyst. Eng. 157:72-85.
    • (2017) Biosyst. Eng. , vol.157 , pp. 72-85
    • Herrmann, I.1    Berenstein, M.2    Paz-Kagan, T.3    Sade, A.4    Karnieli, A.5
  • 15
    • 84928031274 scopus 로고    scopus 로고
    • Resurgence of cucurbit downy mildew in the United States: A watershed event for research and extension
    • Holmes, G. J., Ojiambo, P. S., Hausbeck, M. K., Quesada-Ocampo, L., and Keinath, A. P. 2015. Resurgence of cucurbit downy mildew in the United States: A watershed event for research and extension. Plant Dis. 99:428-441.
    • (2015) Plant Dis. , vol.99 , pp. 428-441
    • Holmes, G.J.1    Ojiambo, P.S.2    Hausbeck, M.K.3    Quesada-Ocampo, L.4    Keinath, A.P.5
  • 17
    • 38549090111 scopus 로고    scopus 로고
    • Remote sensing to estimate chlorophyll concentration in spinach using multi-spectral plant reflectance
    • Jones, C., Weckler, P. R., Maness, N. O., Jayasekara, R., Stone, M. L., and Chrz, P. 2007. Remote sensing to estimate chlorophyll concentration in spinach using multi-spectral plant reflectance. Trans ASABE 50:2267-2273.
    • (2007) Trans ASABE , vol.50 , pp. 2267-2273
    • Jones, C.1    Weckler, P.R.2    Maness, N.O.3    Jayasekara, R.4    Stone, M.L.5    Chrz, P.6
  • 18
    • 84920997750 scopus 로고    scopus 로고
    • Priming with a doublestranded DNA virus alters Brassica rapa seed architecture and facilitates a defense response
    • Kalischuk, M. L., Johnson, D., and Kawchuk, L. M. 2015. Priming with a doublestranded DNA virus alters Brassica rapa seed architecture and facilitates a defense response. Gene 557:130-137.
    • (2015) Gene , vol.557 , pp. 130-137
    • Kalischuk, M.L.1    Johnson, D.2    Kawchuk, L.M.3
  • 19
    • 0029110359 scopus 로고
    • Fungicide timing for optimum management of gummy stem blight epidemics on watermelon
    • Keinath, A. P. 1995. Fungicide timing for optimum management of gummy stem blight epidemics on watermelon. Plant Dis. 79:354-358.
    • (1995) Plant Dis. , vol.79 , pp. 354-358
    • Keinath, A.P.1
  • 20
    • 0033998327 scopus 로고    scopus 로고
    • Effect of protectant fungicide application schedules on gummy stem blight epidemics and marketable yield of watermelon
    • Keinath, A. P. 2000. Effect of protectant fungicide application schedules on gummy stem blight epidemics and marketable yield of watermelon. Plant Dis. 84:254-260.
    • (2000) Plant Dis. , vol.84 , pp. 254-260
    • Keinath, A.P.1
  • 21
    • 84891952774 scopus 로고    scopus 로고
    • Differential susceptibility of nine cucurbit species to the foliar blight and crown canker phases of gummy stem blight
    • Keinath, A. P. 2014. Differential susceptibility of nine cucurbit species to the foliar blight and crown canker phases of gummy stem blight. Plant Dis. 98:247-254.
    • (2014) Plant Dis. , vol.98 , pp. 247-254
    • Keinath, A.P.1
  • 22
    • 0038637249 scopus 로고    scopus 로고
    • Yield and quality reductions in watermelon due to anthracnose, gummy stem blight, and black rot
    • Keinath, A. P., and Duthie, J. A. 1998. Yield and quality reductions in watermelon due to anthracnose, gummy stem blight, and black rot. Recent Res. Dev. Plant Pathol. 2:77-90.
    • (1998) Recent Res. Dev. Plant Pathol. , vol.2 , pp. 77-90
    • Keinath, A.P.1    Duthie, J.A.2
  • 24
    • 84987950303 scopus 로고    scopus 로고
    • Cucumber mosaic virus detection by artificial neural network using multispectral and multimodal imagery
    • Kouakou, A. K., Bagui, O. K., Agneroh, T. A., Soro, A. P., and Zoueu, J. T. 2016. Cucumber mosaic virus detection by artificial neural network using multispectral and multimodal imagery. Optik (Stuttg.) 127:11250-11257.
    • (2016) Optik (Stuttg.) , vol.127 , pp. 11250-11257
    • Kouakou, A.K.1    Bagui, O.K.2    Agneroh, T.A.3    Soro, A.P.4    Zoueu, J.T.5
  • 25
    • 84871888742 scopus 로고    scopus 로고
    • Resistance to Phytophthora fruit rot of watermelon caused by Phytophthora capsici in U.S. plant introductions
    • Kousik, C. S., Ikerd, J. L.,Wechter, P., Harrison, H., and Levi, A. 2012. Resistance to Phytophthora fruit rot of watermelon caused by Phytophthora capsici in U.S. plant introductions. HortScience 47:1682-1689.
    • (2012) HortScience , vol.47 , pp. 1682-1689
    • Kousik, C.S.1    Ikerd, J.L.2    Wechter, P.3    Harrison, H.4    Levi, A.5
  • 26
    • 21244477131 scopus 로고    scopus 로고
    • Plastics: Modifying the microclimate for the production of vegetable crops
    • Lamont, W. J., Jr. 2005. Plastics: Modifying the microclimate for the production of vegetable crops. HortTechnology 15:477-481.
    • (2005) HortTechnology , vol.15 , pp. 477-481
    • Lamont, W.J.1
  • 27
    • 85020220695 scopus 로고    scopus 로고
    • Current status and future trends of precision agricultural aviation technologies
    • Lan, Y. B., Chen, S. D., and Fritz, B. K. 2017. Current status and future trends of precision agricultural aviation technologies. Int. J. Agric. Biol. Eng. 10:1-17.
    • (2017) Int. J. Agric. Biol. Eng. , vol.10 , pp. 1-17
    • Lan, Y.B.1    Chen, S.D.2    Fritz, B.K.3
  • 28
    • 0000560238 scopus 로고
    • An examination of five sampling methods under randomand clustered disease distribution using simulation
    • Lin, C. S., Poushinsky, G., and Mauer, M. 1979. An examination of five sampling methods under randomand clustered disease distribution using simulation. Can. J. Plant Sci. 59:121-130.
    • (1979) Can. J. Plant Sci. , vol.59 , pp. 121-130
    • Lin, C.S.1    Poushinsky, G.2    Mauer, M.3
  • 29
    • 85071090458 scopus 로고    scopus 로고
    • Developing and evaluating an aerial sensor platform (ASP) to collect multispectral data for deriving management decisions in precision farming
    • Link, J., Senner, D., and Claupein, W. 2013. Developing and evaluating an aerial sensor platform (ASP) to collect multispectral data for deriving management decisions in precision farming. Comput. Electron. Agric. 7:4026-4047.
    • (2013) Comput. Electron. Agric. , vol.7 , pp. 4026-4047
    • Link, J.1    Senner, D.2    Claupein, W.3
  • 30
    • 0032015596 scopus 로고    scopus 로고
    • Reduction of light-induced anthocyanin accumulation in inoculated sorghum mesocotyls
    • Lo, S. C. C., and Nicholson, R. L. 1998. Reduction of light-induced anthocyanin accumulation in inoculated sorghum mesocotyls. Plant Physiol. 116:979-989.
    • (1998) Plant Physiol. , vol.116 , pp. 979-989
    • Lo, S.C.C.1    Nicholson, R.L.2
  • 31
    • 85030862522 scopus 로고    scopus 로고
    • Hyperspectral image analysis techniques for the detection and classification of the early onset of plant disease and stress
    • Lowe, A., Harrison, N., and French, A. P. 2017. Hyperspectral image analysis techniques for the detection and classification of the early onset of plant disease and stress. Plant Methods 13:80.
    • (2017) Plant Methods , vol.13 , pp. 80
    • Lowe, A.1    Harrison, N.2    French, A.P.3
  • 32
    • 85052997079 scopus 로고    scopus 로고
    • Hyperspectral sensor and imaging technologies in phytopathology: State of the art
    • Mahlein, A. K., Kuska, M. T., Behmann, J., Polder, G., and Walter, A. 2018. Hyperspectral sensor and imaging technologies in phytopathology: State of the art. Annu. Rev. Phytopathol. 56:535-558.
    • (2018) Annu. Rev. Phytopathol. , vol.56 , pp. 535-558
    • Mahlein, A.K.1    Kuska, M.T.2    Behmann, J.3    Polder, G.4    Walter, A.5
  • 33
    • 84900406071 scopus 로고    scopus 로고
    • Proximal sensing and vegetation indices for sitespecific evaluation on an irrigated crop tomato
    • Marino, S., and Alvino, A. 2014. Proximal sensing and vegetation indices for sitespecific evaluation on an irrigated crop tomato. Eur. J. Remote Sens. 47:271-283.
    • (2014) Eur. J. Remote Sens. , vol.47 , pp. 271-283
    • Marino, S.1    Alvino, A.2
  • 34
    • 78249271986 scopus 로고    scopus 로고
    • Integration of optical and analogue sensors for monitoring canopy health and vigour in precision viticulture
    • Mazzetto, F., Calcante, A., Mena, A., and Vercesi, A. 2010. Integration of optical and analogue sensors for monitoring canopy health and vigour in precision viticulture. Precis. Agric. 11:636-649.
    • (2010) Precis. Agric. , vol.11 , pp. 636-649
    • Mazzetto, F.1    Calcante, A.2    Mena, A.3    Vercesi, A.4
  • 35
    • 4444295045 scopus 로고    scopus 로고
    • Evaluation of green, red, and near infrared bands for predicting winter wheat biomass, nitrogen uptake, and final grain yield
    • Moges, S. M., Rsun, W. R., Mullen, R. W., Freeman, K. W., Johnson, G. V., and Solie, J. B. 2005. Evaluation of green, red, and near infrared bands for predicting winter wheat biomass, nitrogen uptake, and final grain yield. J. Plant Nutr. 27:1431-1441.
    • (2005) J. Plant Nutr. , vol.27 , pp. 1431-1441
    • Moges, S.M.1    Rsun, W.R.2    Mullen, R.W.3    Freeman, K.W.4    Johnson, G.V.5    Solie, J.B.6
  • 37
  • 38
    • 0000661517 scopus 로고
    • Assessing the accuracy, intra-rater repeatability, and inter-rater reliability of disease assessment systems
    • Nutter, F. W., Jr., Gleason, M. L., Jenco, J. H., and Christians, N. C. 1993. Assessing the accuracy, intra-rater repeatability, and inter-rater reliability of disease assessment systems. Phytopathology 83:806-812.
    • (1993) Phytopathology , vol.83 , pp. 806-812
    • Nutter, F.W.1    Gleason, M.L.2    Jenco, J.H.3    Christians, N.C.4
  • 39
    • 49449105145 scopus 로고    scopus 로고
    • First report of cucurbit yellow stunting disorder virus in cucurbits in Florida
    • Polston, J. E., Hladky, L. L., Akad, F., and Wintermantel, W. M. 2008. First report of cucurbit yellow stunting disorder virus in cucurbits in Florida. Plant Dis. 92:1251.
    • (2008) Plant Dis. , vol.92 , pp. 1251
    • Polston, J.E.1    Hladky, L.L.2    Akad, F.3    Wintermantel, W.M.4
  • 40
    • 85050521792 scopus 로고    scopus 로고
    • Susceptibility of fourteen new cucurbit species to gummy stem blight caused by Stagonosporopsis citrulli under field conditions
    • Rennberger, G., and Keinath, A. 2018. Susceptibility of fourteen new cucurbit species to gummy stem blight caused by Stagonosporopsis citrulli under field conditions. Plant Dis. 102:1365-1375.
    • (2018) Plant Dis. , vol.102 , pp. 1365-1375
    • Rennberger, G.1    Keinath, A.2
  • 41
    • 85032686368 scopus 로고    scopus 로고
    • Monitoring and precision spraying for orchid plantation with wireless WebCAMs
    • Samseemoung, G., Soni, P., and Sirikul, C. 2017. Monitoring and precision spraying for orchid plantation with wireless WebCAMs. Agriculture 7:87.
    • (2017) Agriculture , vol.7 , pp. 87
    • Samseemoung, G.1    Soni, P.2    Sirikul, C.3
  • 42
    • 84858015958 scopus 로고    scopus 로고
    • Testing the red edge channel for improving land-use classifications based on high-resolution multi-spectral satellite data
    • Schuster, C., Förster, M., and Kleinschmit, B. 2012. Testing the red edge channel for improving land-use classifications based on high-resolution multi-spectral satellite data. Int. J. Remote Sens. 33:5583-5599.
    • (2012) Int. J. Remote Sens. , vol.33 , pp. 5583-5599
    • Schuster, C.1    Förster, M.2    Kleinschmit, B.3
  • 43
    • 0000742297 scopus 로고    scopus 로고
    • Implementing precision agriculture in the 21st century
    • Stafford, J. V. 2000. Implementing precision agriculture in the 21st century. J. Agric. Eng. Res. 76:267-275.
    • (2000) J. Agric. Eng. Res. , vol.76 , pp. 267-275
    • Stafford, J.V.1
  • 44
    • 84873741662 scopus 로고    scopus 로고
    • Current knowledge on plant/canopy architectural traits that reduce the expression and development of epidemics
    • Tivoli, B., Calonnec, A., Richard, B., Ney, B., and Andrivon, D. 2013. Current knowledge on plant/canopy architectural traits that reduce the expression and development of epidemics. Eur. J. Plant Pathol. 135:471-478.
    • (2013) Eur. J. Plant Pathol. , vol.135 , pp. 471-478
    • Tivoli, B.1    Calonnec, A.2    Richard, B.3    Ney, B.4    Andrivon, D.5
  • 46
    • 85009074802 scopus 로고    scopus 로고
    • Grain yield losses in yellow-rusted durum wheat estimated using digital and conventional parameters under field conditions
    • Vergara-Diaz, O., Kefauver, S. C., Elazab, A., Nieto-Taladriz, M. T., and Araus, J. L. 2015. Grain yield losses in yellow-rusted durum wheat estimated using digital and conventional parameters under field conditions. Crop J. 3:200-210.
    • (2015) Crop J. , vol.3 , pp. 200-210
    • Vergara-Diaz, O.1    Kefauver, S.C.2    Elazab, A.3    Nieto-Taladriz, M.T.4    Araus, J.L.5
  • 47
    • 84940252058 scopus 로고    scopus 로고
    • Bacterial fruit blotch of cucurbits
    • Walcott, R. R. 2005. Bacterial fruit blotch of cucurbits. The Plant Health Instructor. doi: 10.1094/PHI-I-2005-1025-02
    • (2005) The Plant Health Instructor
    • Walcott, R.R.1
  • 48
    • 84868629775 scopus 로고    scopus 로고
    • The application of small unmanned aerial systems for precision agriculture: A review
    • Zhang, C., and Kovacs, J. M. 2012. The application of small unmanned aerial systems for precision agriculture: A review. Precis. Agric. 13:693-712.
    • (2012) Precis. Agric. , vol.13 , pp. 693-712
    • Zhang, C.1    Kovacs, J.M.2
  • 49
    • 85046884260 scopus 로고    scopus 로고
    • Detection of rice sheath blight using an unmanned aerial system with high-resolution color and multispectral imaging
    • Zhang, D., Zhou, X., Zhang, J., Lan, Y., Xu, C., and Liang, D. 2018. Detection of rice sheath blight using an unmanned aerial system with high-resolution color and multispectral imaging. PLoS One 13:e0187470.
    • (2018) PLoS One , vol.13 , pp. e0187470
    • Zhang, D.1    Zhou, X.2    Zhang, J.3    Lan, Y.4    Xu, C.5    Liang, D.6
  • 50
    • 9344227298 scopus 로고    scopus 로고
    • Suppression of Fusarium wilt of watermelon by soil amendment with hairy vetch
    • Zhou, X. G., and Everts, K. L. 2004. Suppression of Fusarium wilt of watermelon by soil amendment with hairy vetch. Plant Dis. 88:1357-1365.
    • (2004) Plant Dis. , vol.88 , pp. 1357-1365
    • Zhou, X.G.1    Everts, K.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.