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Volumn , Issue , 2018, Pages 000353-000358

Survey of Drones for Agriculture Automation from Planting to Harvest

Author keywords

[No Author keywords available]

Indexed keywords

AGRICULTURE; ANTENNAS; AUTOMATION; IMAGE PROCESSING; LEARNING SYSTEMS; PATTERN RECOGNITION; REMOTE SENSING; SPECTROSCOPY;

EID: 85058010975     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/INES.2018.8523943     Document Type: Conference Paper
Times cited : (104)

References (77)
  • 1
    • 0000192279 scopus 로고
    • Determining the prevalence of certain cereal crop diseases by means of aerial photography
    • nov
    • R. N. Colwell, "Determining the prevalence of certain cereal crop diseases by means of aerial photography, " Hilgardia, vol. 26, no. 5, pp. 223-286, nov 1956.
    • (1956) Hilgardia , vol.26 , Issue.5 , pp. 223-286
    • Colwell, R.N.1
  • 2
    • 70350486581 scopus 로고    scopus 로고
    • A review of current methodologies for regional evapotranspiration estimation from remotely sensed data
    • may
    • Z.-L. Li, R. Tang, Z. Wan, Y. Bi, C. Zhou, B. Tang, G. Yan, and X. Zhang, "A review of current methodologies for regional evapotranspiration estimation from remotely sensed data, " Sensors, vol. 9, no. 5, pp. 3801-3853, may 2009.
    • (2009) Sensors , vol.9 , Issue.5 , pp. 3801-3853
    • Li, Z.-L.1    Tang, R.2    Wan, Z.3    Bi, Y.4    Zhou, C.5    Tang, B.6    Yan, G.7    Zhang, X.8
  • 5
    • 85029183590 scopus 로고    scopus 로고
    • The rise of the drones in agriculture
    • sep
    • F. Veroustraete, "The rise of the drones in agriculture, " EC Agriculture 2.2, pp. 325-327, sep 2015.
    • (2015) EC Agriculture , vol.2 , Issue.2 , pp. 325-327
    • Veroustraete, F.1
  • 6
    • 84897562134 scopus 로고    scopus 로고
    • Unmanned aerial systems for photogrammetry and remote sensing: A review
    • jun
    • I. Colomina and P. Molina, "Unmanned aerial systems for photogrammetry and remote sensing: A review, " ISPRS Journal of Photogrammetry and Remote Sensing, vol. 92, pp. 79-97, jun 2014.
    • (2014) ISPRS Journal of Photogrammetry and Remote Sensing , vol.92 , pp. 79-97
    • Colomina, I.1    Molina, P.2
  • 7
    • 85034756154 scopus 로고    scopus 로고
    • Hyperspectral imaging: A review on UAV-based sensors, data processing and applications for agriculture and forestry
    • oct
    • T. Adão, J. Hruška, L. Pádua, J. Bessa, E. Peres, R. Morais, and J. Sousa, "Hyperspectral imaging: A review on UAV-based sensors, data processing and applications for agriculture and forestry, " Remote Sensing, vol. 9, no. 11, p. 1110, oct 2017.
    • (2017) Remote Sensing , vol.9 , Issue.11 , pp. 1110
    • Adão, T.1    Hruška, J.2    Pádua, L.3    Bessa, J.4    Peres, E.5    Morais, R.6    Sousa, J.7
  • 12
    • 85058022970 scopus 로고    scopus 로고
    • [Online]
    • "Coconut harvesting drone." [Online]. Available: http://du2016-grp063-05.blogspot.com/
    • Coconut Harvesting Drone
  • 15
    • 85058064760 scopus 로고    scopus 로고
    • [Online]
    • "NAV UAV, Black Hornet Nano." [Online]. Available: https://en.wikipedia.org/wiki/Black Hornet Nano
    • NAV UAV, Black Hornet Nano
  • 19
    • 85058006784 scopus 로고    scopus 로고
    • [Online]
    • "MALE UAV, NASAs Ikhana Predator B." [Online]. Available: https://www.nasa.gov/centers/armstrong/aircraft/Ikhana/index.html
    • MALE UAV, NASAs Ikhana Predator B
  • 23
    • 84864994879 scopus 로고    scopus 로고
    • Unmanned aircraft systems in remote sensing and scientific research: Classification and considerations of use
    • jun
    • A. C. Watts, V. G. Ambrosia, and E. A. Hinkley, "Unmanned aircraft systems in remote sensing and scientific research: Classification and considerations of use, " Remote Sensing, vol. 4, no. 6, pp. 1671-1692, jun 2012.
    • (2012) Remote Sensing , vol.4 , Issue.6 , pp. 1671-1692
    • Watts, A.C.1    Ambrosia, V.G.2    Hinkley, E.A.3
  • 24
    • 85018968301 scopus 로고    scopus 로고
    • Classifications, applications, and design challenges of drones: A review
    • may
    • M. Hassanalian and A. Abdelkefi, "Classifications, applications, and design challenges of drones: A review, " Progress in Aerospace Sciences, vol. 91, pp. 99-131, may 2017.
    • (2017) Progress in Aerospace Sciences , vol.91 , pp. 99-131
    • Hassanalian, M.1    Abdelkefi, A.2
  • 30
    • 84947474868 scopus 로고    scopus 로고
    • 3d tree dimensionality assessment using photogrammetry and small unmanned aerial vehicles
    • sep
    • D. Gatziolis, J. F. Lienard, A. Vogs, and N. S. Strigul, "3d tree dimensionality assessment using photogrammetry and small unmanned aerial vehicles, " PLOS ONE, vol. 10, no. 9, p. e0137765, sep 2015.
    • (2015) PLOS ONE , vol.10 , Issue.9 , pp. e0137765
    • Gatziolis, D.1    Lienard, J.F.2    Vogs, A.3    Strigul, N.S.4
  • 31
    • 85058052250 scopus 로고    scopus 로고
    • [Online]
    • "Sentera sensors." [Online]. Available: https://sentera.com/livendvi/
    • Sentera Sensors
  • 32
    • 85058046983 scopus 로고    scopus 로고
    • [Online]
    • "Micasense sensors." [Online]. Available: https://www.micasense.com
    • Micasense Sensors
  • 33
    • 85058024363 scopus 로고    scopus 로고
    • [Online]
    • "Ximea sensors." [Online]. Available: https://www.ximea.com
    • Ximea Sensors
  • 34
    • 85058053056 scopus 로고    scopus 로고
    • [Online]
    • "FLIR sensors." [Online]. Available: https://www.flir.com
    • FLIR Sensors
  • 35
    • 85058038416 scopus 로고    scopus 로고
    • [Online]
    • "Velodyne sensors." [Online]. Available: http://velodynelidar.com
    • Velodyne Sensors
  • 36
    • 85058004837 scopus 로고    scopus 로고
    • [Online]
    • "RIEGL sensors - laser scanners." [Online]. Available: http://www.riegl.com/products/unmanned-scanning/
    • RIEGL Sensors - Laser Scanners
  • 40
    • 0018465733 scopus 로고
    • Red and photographic infrared linear combinations for monitoring vegetation
    • may
    • C. J. Tucker, "Red and photographic infrared linear combinations for monitoring vegetation, " Remote Sensing of Environment, vol. 8, no. 2, pp. 127-150, may 1979.
    • (1979) Remote Sensing of Environment , vol.8 , Issue.2 , pp. 127-150
    • Tucker, C.J.1
  • 42
    • 44649115314 scopus 로고    scopus 로고
    • Assessment of unmanned aerial vehicles imagery for quantitative monitoring of wheat crop in small plots
    • may
    • C. Lelong, P. Burger, G. Jubelin, B. Roux, S. Labbé, and F. Baret, "Assessment of unmanned aerial vehicles imagery for quantitative monitoring of wheat crop in small plots, " Sensors, vol. 8, no. 5, pp. 3557-3585, may 2008.
    • (2008) Sensors , vol.8 , Issue.5 , pp. 3557-3585
    • Lelong, C.1    Burger, P.2    Jubelin, G.3    Roux, B.4    Labbé, S.5    Baret, F.6
  • 43
    • 37249025078 scopus 로고    scopus 로고
    • Suitability of low-altitude remote sensing images for estimating nitrogen treatment variations in rice cropping for precision agriculture adoption
    • nov
    • K. C. Swain, "Suitability of low-altitude remote sensing images for estimating nitrogen treatment variations in rice cropping for precision agriculture adoption, " Journal of Applied Remote Sensing, vol. 1, no. 1, p. 013547, nov 2007.
    • (2007) Journal of Applied Remote Sensing , vol.1 , Issue.1 , pp. 013547
    • Swain, K.C.1
  • 44
    • 24044504080 scopus 로고    scopus 로고
    • Evaluation of digital photography from model aircraft for remote sensing of crop biomass and nitrogen status
    • aug
    • E. R. Hunt, M. Cavigelli, C. S. T. Daughtry, J. E. Mcmurtrey, and C. L. Walthall, "Evaluation of digital photography from model aircraft for remote sensing of crop biomass and nitrogen status, " Precision Agriculture, vol. 6, no. 4, pp. 359-378, aug 2005.
    • (2005) Precision Agriculture , vol.6 , Issue.4 , pp. 359-378
    • Hunt, E.R.1    Cavigelli, M.2    Daughtry, C.S.T.3    Mcmurtrey, J.E.4    Walthall, C.L.5
  • 45
    • 85010676775 scopus 로고    scopus 로고
    • The need for accurate geometric and radiometric corrections of drone-borne hyperspectral data for mineral exploration: MEPHySTo - A toolbox for pre-processing drone-borne hyperspectral data
    • jan
    • S. Jakob, R. Zimmermann, and R. Gloaguen, "The need for accurate geometric and radiometric corrections of drone-borne hyperspectral data for mineral exploration: MEPHySTo - a toolbox for pre-processing drone-borne hyperspectral data, " Remote Sensing, vol. 9, no. 1, p. 88, jan 2017.
    • (2017) Remote Sensing , vol.9 , Issue.1 , pp. 88
    • Jakob, S.1    Zimmermann, R.2    Gloaguen, R.3
  • 46
    • 84887537551 scopus 로고    scopus 로고
    • Processing and assessment of spectrometric, stereoscopic imagery collected using a lightweight UAV spectral camera for precision agriculture
    • oct
    • E. Honkavaara, H. Saari, J. Kaivosoja, I. Pölönen, T. Hakala, P. Litkey, J. Mäkynen, and L. Pesonen, "Processing and assessment of spectrometric, stereoscopic imagery collected using a lightweight UAV spectral camera for precision agriculture, " Remote Sensing, vol. 5, no. 10, pp. 5006-5039, oct 2013.
    • (2013) Remote Sensing , vol.5 , Issue.10 , pp. 5006-5039
    • Honkavaara, E.1    Saari, H.2    Kaivosoja, J.3    Pölönen, I.4    Hakala, T.5    Litkey, P.6    Mäkynen, J.7    Pesonen, L.8
  • 47
    • 84868629775 scopus 로고    scopus 로고
    • The application of small unmanned aerial systems for precision agriculture: A review
    • jul
    • C. Zhang and J. M. Kovacs, "The application of small unmanned aerial systems for precision agriculture: a review, " Precision Agriculture, vol. 13, no. 6, pp. 693-712, jul 2012.
    • (2012) Precision Agriculture , vol.13 , Issue.6 , pp. 693-712
    • Zhang, C.1    Kovacs, J.M.2
  • 48
    • 35948956367 scopus 로고    scopus 로고
    • Development of an agricultural crops spectral library and classification of crops at cultivar level using hyperspectral data
    • aug
    • N. R. Rao, P. K. Garg, and S. K. Ghosh, "Development of an agricultural crops spectral library and classification of crops at cultivar level using hyperspectral data, " Precision Agriculture, vol. 8, no. 4-5, pp. 173-185, aug 2007.
    • (2007) Precision Agriculture , vol.8 , Issue.4-5 , pp. 173-185
    • Rao, N.R.1    Garg, P.K.2    Ghosh, S.K.3
  • 49
    • 37349092830 scopus 로고    scopus 로고
    • Estimation of leaf total chlorophyll and nitrogen concentrations using hyperspectral satellite imagery
    • sep
    • N. R. Rao, P. K. Gark, S. K. Ghosh, and V. K. Dadhwal, "Estimation of leaf total chlorophyll and nitrogen concentrations using hyperspectral satellite imagery, " The Journal of Agricultural Science, vol. 146, no. 01, sep 2007.
    • (2007) The Journal of Agricultural Science , vol.146 , Issue.1
    • Rao, N.R.1    Gark, P.K.2    Ghosh, S.K.3    Dadhwal, V.K.4
  • 50
    • 33745615125 scopus 로고    scopus 로고
    • Object-based detailed vegetation classification with airborne high spatial resolution remote sensing imagery
    • jul
    • Q. Yu, P. Gong, N. Clinton, G. Biging, M. Kelly, and D. Schirokauer, "Object-based detailed vegetation classification with airborne high spatial resolution remote sensing imagery, " Photogrammetric Engineering & Remote Sensing, vol. 72, no. 7, pp. 799-811, jul 2006.
    • (2006) Photogrammetric Engineering & Remote Sensing , vol.72 , Issue.7 , pp. 799-811
    • Yu, Q.1    Gong, P.2    Clinton, N.3    Biging, G.4    Kelly, M.5    Schirokauer, D.6
  • 51
  • 52
    • 84979917755 scopus 로고    scopus 로고
    • Object-based crop species classification based on the combination of airborne hyperspectral images and LiDAR data
    • jan
    • X. Liu and Y. Bo, "Object-based crop species classification based on the combination of airborne hyperspectral images and LiDAR data, " Remote Sensing, vol. 7, no. 1, pp. 922-950, jan 2015.
    • (2015) Remote Sensing , vol.7 , Issue.1 , pp. 922-950
    • Liu, X.1    Bo, Y.2
  • 53
    • 34247523027 scopus 로고    scopus 로고
    • Analysis of time-series MODIS 250 m vegetation index data for crop classification in the u.s. Central great plains
    • jun
    • B. Wardlow, S. Egbert, and J. Kastens, "Analysis of time-series MODIS 250 m vegetation index data for crop classification in the u.s. central great plains, " Remote Sensing of Environment, vol. 108, no. 3, pp. 290-310, jun 2007.
    • (2007) Remote Sensing of Environment , vol.108 , Issue.3 , pp. 290-310
    • Wardlow, B.1    Egbert, S.2    Kastens, J.3
  • 54
    • 84860390491 scopus 로고    scopus 로고
    • Per-field irrigated crop classification in arid central Asia using SPOT and ASTER data
    • apr
    • C. Conrad, S. Fritsch, J. Zeidler, G. Rücker, and S. Dech, "Per-field irrigated crop classification in arid central asia using SPOT and ASTER data, " Remote Sensing, vol. 2, no. 4, pp. 1035-1056, apr 2010.
    • (2010) Remote Sensing , vol.2 , Issue.4 , pp. 1035-1056
    • Conrad, C.1    Fritsch, S.2    Zeidler, J.3    Rücker, G.4    Dech, S.5
  • 55
    • 85020874049 scopus 로고    scopus 로고
    • Crop classification in satellite images through probabilistic segmentation based on multiple sources
    • jun
    • O. Dalmau, T. Alarcón, and F. Oliva, "Crop classification in satellite images through probabilistic segmentation based on multiple sources, " Sensors, vol. 17, no. 6, p. 1373, jun 2017.
    • (2017) Sensors , vol.17 , Issue.6 , pp. 1373
    • Dalmau, O.1    Alarcón, T.2    Oliva, F.3
  • 56
    • 84863671281 scopus 로고    scopus 로고
    • Classification of crops and weeds from digital images: A support vector machine approach
    • oct
    • F. Ahmed, H. A. Al-Mamun, A. H. Bari, E. Hossain, and P. Kwan, "Classification of crops and weeds from digital images: A support vector machine approach, " Crop Protection, vol. 40, pp. 98-104, oct 2012.
    • (2012) Crop Protection , vol.40 , pp. 98-104
    • Ahmed, F.1    Al-Mamun, H.A.2    Bari, A.H.3    Hossain, E.4    Kwan, P.5
  • 57
    • 79960676979 scopus 로고    scopus 로고
    • A multiscale geographic object-based image analysis to estimate lidarmeasured forest canopy height using quickbird imagery
    • jun
    • G. Chen, G. J. Hay, G. Castilla, B. St-Onge, and R. Powers, "A multiscale geographic object-based image analysis to estimate lidarmeasured forest canopy height using quickbird imagery, " International Journal of Geographical Information Science, vol. 25, no. 6, pp. 877-893, jun 2011.
    • (2011) International Journal of Geographical Information Science , vol.25 , Issue.6 , pp. 877-893
    • Chen, G.1    Hay, G.J.2    Castilla, G.3    St-Onge, B.4    Powers, R.5
  • 58
    • 61449201327 scopus 로고    scopus 로고
    • Objectoriented classification of very high resolution airborne imagery for the extraction of hedgerows and field margin cover in agricultural areas
    • apr
    • K. Tansey, I. Chambers, A. Anstee, A. Denniss, and A. Lamb, "Objectoriented classification of very high resolution airborne imagery for the extraction of hedgerows and field margin cover in agricultural areas, " Applied Geography, vol. 29, no. 2, pp. 145-157, apr 2009.
    • (2009) Applied Geography , vol.29 , Issue.2 , pp. 145-157
    • Tansey, K.1    Chambers, I.2    Anstee, A.3    Denniss, A.4    Lamb, A.5
  • 59
    • 84455200427 scopus 로고    scopus 로고
    • A comparison of pixelbased and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery
    • mar
    • D. C. Duro, S. E. Franklin, and M. G. Dubé, "A comparison of pixelbased and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery, " Remote Sensing of Environment, vol. 118, pp. 259-272, mar 2012.
    • (2012) Remote Sensing of Environment , vol.118 , pp. 259-272
    • Duro, D.C.1    Franklin, S.E.2    Dubé, M.G.3
  • 60
    • 77952009867 scopus 로고    scopus 로고
    • QuickBird satellite versus ground-based multi-spectral data for estimating nitrogen status of irrigated maize
    • aug
    • W. C. Bausch and R. Khosla, "QuickBird satellite versus ground-based multi-spectral data for estimating nitrogen status of irrigated maize, " Precision Agriculture, vol. 11, no. 3, pp. 274-290, aug 2009.
    • (2009) Precision Agriculture , vol.11 , Issue.3 , pp. 274-290
    • Bausch, W.C.1    Khosla, R.2
  • 61
    • 35648954073 scopus 로고    scopus 로고
    • Using high-resolution satellite imaging to evaluate nitrogen status of winter wheat
    • L. Shou, L. Jia, Z. Cui, X. Chen, and F. Zhang, "Using high-resolution satellite imaging to evaluate nitrogen status of winter wheat, " Journal of Plant Nutrition, vol. 30, no. 10, pp. 1669-1680, 2007.
    • (2007) Journal of Plant Nutrition , vol.30 , Issue.10 , pp. 1669-1680
    • Shou, L.1    Jia, L.2    Cui, Z.3    Chen, X.4    Zhang, F.5
  • 62
    • 32044455517 scopus 로고    scopus 로고
    • Predicting nitrogen status of rice using multispectral data at canopy scale
    • feb
    • J.-H. Zhang, K. Wang, J. Bailey, and R.-C. Wang, "Predicting nitrogen status of rice using multispectral data at canopy scale, " Pedosphere, vol. 16, no. 1, pp. 108-117, feb 2006.
    • (2006) Pedosphere , vol.16 , Issue.1 , pp. 108-117
    • Zhang, J.-H.1    Wang, K.2    Bailey, J.3    Wang, R.-C.4
  • 64
    • 84939230880 scopus 로고    scopus 로고
    • Spatial quality evaluation of resampled unmanned aerial vehicle-imagery for weed mapping
    • Aug
    • I. Borra-Serrano, J. Pea, J. Torres-Snchez, F. Mesas-Carrascosa, and F. Lpez-Granados, "Spatial quality evaluation of resampled unmanned aerial vehicle-imagery for weed mapping, " Sensors, vol. 15, no. 8, p. 1968819708, Aug 2015.
    • (2015) Sensors , vol.15 , Issue.8 , pp. 1968819708
    • Borra-Serrano, I.1    Pea, J.2    Torres-Snchez, J.3    Mesas-Carrascosa, F.4    Lpez-Granados, F.5
  • 66
    • 0031228124 scopus 로고    scopus 로고
    • Opportunities and limitations for image-based remote sensing in precision crop management
    • sep
    • M. Moran, Y. Inoue, and E. Barnes, "Opportunities and limitations for image-based remote sensing in precision crop management, " Remote Sensing of Environment, vol. 61, no. 3, pp. 319-346, sep 1997.
    • (1997) Remote Sensing of Environment , vol.61 , Issue.3 , pp. 319-346
    • Moran, M.1    Inoue, Y.2    Barnes, E.3
  • 67
    • 17844374522 scopus 로고    scopus 로고
    • 2006 precision agricultural services dealership survey results
    • L. Whipker and jay Akridge, "2006 Precision Agricultural Services Dealership Survey Results, " Tech. Rep., 2006.
    • (2006) Tech. Rep.
    • Whipker, L.1    Akridge, J.2
  • 76
    • 85033475854 scopus 로고    scopus 로고
    • On the development and use of farm models for policy impact assessment in the european union - A review
    • jan
    • P. Reidsma, S. Janssen, J. Jansen, and M. K. van Ittersum, "On the development and use of farm models for policy impact assessment in the european union - a review, " Agricultural Systems, vol. 159, pp. 111-125, jan 2018.
    • (2018) Agricultural Systems , vol.159 , pp. 111-125
    • Reidsma, P.1    Janssen, S.2    Jansen, J.3    Van Ittersum, M.K.4
  • 77
    • 85058025413 scopus 로고    scopus 로고
    • Drone use in aerial pesticide application faces outdated regulatory hurdles
    • jan. [Online]
    • P. Ryan V. Petty, "Drone use in aerial pesticide application faces outdated regulatory hurdles, " Harvard Journal of Law & Technology Digest, jan 2018. [Online]. Available: https://jolt.law.harvard.edu/digest/drone-usepesticide-application
    • (2018) Harvard Journal of Law & Technology Digest
    • Ryan, P.1    Petty, V.2


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