메뉴 건너뛰기




Volumn 10, Issue 4, 2018, Pages

On the use of unmanned aerial systems for environmental monitoring

(23)  Manfreda, Salvatore a   McCabe, Matthew F b   Miller, Pauline E c   Lucas, Richard d   Madrigal, Victor Pajuelo e   Mallinis, Giorgos f   Dor, Eyal Ben g   Helman, David h   Estes, Lyndon i   Ciraolo, Giuseppe j   Müllerová, Jana k   Tauro, Flavia l   de Lima, M Isabel m   de Lima, João L M P m   Maltese, Antonino j   Frances, Felix n   Caylor, Kelly o   Kohv, Marko p   Perks, Matthew q   Ruiz Pérez, Guiomar r   more..


Author keywords

Environmental monitoring; Precision agriculture; Remote sensing; River monitoring; Soil moisture; UAS; Vegetation indices

Indexed keywords

AGRICULTURE; ANTENNAS; COST EFFECTIVENESS; DISASTER PREVENTION; DISASTERS; ECOSYSTEMS; ENVIRONMENTAL MANAGEMENT; MOISTURE CONTROL; PRECISION AGRICULTURE; REMOTE SENSING; SOIL MOISTURE; SPACE OPTICS; UNMANNED AERIAL VEHICLES (UAV); WATER RESOURCES;

EID: 85045989454     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs10040641     Document Type: Review
Times cited : (580)

References (156)
  • 1
    • 84927804350 scopus 로고    scopus 로고
    • Who Launched What, When and Why; Trends in Global Land-Cover Observation Capacity from Civilian Earth Observation Satellites
    • Belward, A.S.; Skøien, J.O. Who Launched What, When and Why; Trends in Global Land-Cover Observation Capacity from Civilian Earth Observation Satellites. ISPRS J. Photogramm. Remote Sens. 2015, 103, 115-128
    • (2015) ISPRS J. Photogramm. Remote Sens , vol.103 , pp. 115-128
    • Belward, A.S.1    Skøien, J.O.2
  • 2
    • 84927622894 scopus 로고    scopus 로고
    • Startup Liftoff
    • Hand, E. Startup Liftoff. Science 2015, 348, 172-177
    • (2015) Science , vol.348 , pp. 172-177
    • Hand, E.1
  • 5
    • 85038245029 scopus 로고    scopus 로고
    • CubeSats in hydrology: Ultrahigh-resolution insights into vegetation dynamics and terrestrial evaporation
    • McCabe, M.F.; Aragon, B.; Houborg, R.; Mascaro, J. CubeSats in hydrology: Ultrahigh-resolution insights into vegetation dynamics and terrestrial evaporation. Water Resour. Res. 2017, 53, 10017-10024
    • (2017) Water Resour. Res , vol.53 , pp. 10017-10024
    • McCabe, M.F.1    Aragon, B.2    Houborg, R.3    Mascaro, J.4
  • 6
    • 84973493588 scopus 로고    scopus 로고
    • Overview and Current Status of Remote Sensing Applications Based on Unmanned Aerial Vehicles (UAVs)
    • Pajares, G. Overview and Current Status of Remote Sensing Applications Based on Unmanned Aerial Vehicles (UAVs). Photogramm. Eng. Remote Sens. 2015, 81, 281-329
    • (2015) Photogramm. Eng. Remote Sens , vol.81 , pp. 281-329
    • Pajares, G.1
  • 9
    • 84894234211 scopus 로고    scopus 로고
    • Mapping landslide displacements using Structure from Motion (SfM) and image correlation of multi-temporal UAV photography
    • Lucieer, A.; Jong, S.M.D.; Turner, D. Mapping landslide displacements using Structure from Motion (SfM) and image correlation of multi-temporal UAV photography. Progr. Phys. Geog. 2014, 38, 97-116
    • (2014) Progr. Phys. Geog , vol.38 , pp. 97-116
    • Lucieer, A.1    Jong, S.M.D.2    Turner, D.3
  • 10
    • 84864994879 scopus 로고    scopus 로고
    • Unmanned aircraft systems in remote sensing and scientific research: Classification and Considerations of use
    • Watts, A.C.; Ambrosia, V.G.; Hinkley, E.A. Unmanned aircraft systems in remote sensing and scientific research: Classification and Considerations of use. Remote Sens. 2012, 4, 1671-1692
    • (2012) Remote Sens , vol.4 , pp. 1671-1692
    • Watts, A.C.1    Ambrosia, V.G.2    Hinkley, E.A.3
  • 12
    • 84875989699 scopus 로고    scopus 로고
    • Lightweight unmanned aerial vehicles will revolutionize spatial ecology
    • Anderson, K.; Gaston, K.J. Lightweight unmanned aerial vehicles will revolutionize spatial ecology. Front. Ecol. Environ. 2013, 11, 138-146
    • (2013) Front. Ecol. Environ , vol.11 , pp. 138-146
    • Anderson, K.1    Gaston, K.J.2
  • 13
    • 85101220821 scopus 로고    scopus 로고
    • Remote sensing of the environment with small unmanned aircraft systems (UASs), part 1: A review of progress and challenges
    • Whitehead, K.; Hugenholtz, C.H. Remote sensing of the environment with small unmanned aircraft systems (UASs), part 1: A review of progress and challenges. J. Unmanned Veh. Syst. 2014, 2, 69-85
    • (2014) J. Unmanned Veh. Syst , vol.2 , pp. 69-85
    • Whitehead, K.1    Hugenholtz, C.H.2
  • 15
    • 85034756154 scopus 로고    scopus 로고
    • Hyperspectral imaging: A review on UAV-based sensors, data processing and applications for agriculture and forestry
    • Adão, T.; Hruška, J.; Pádua, L.; Bessa, J.; Peres, E.; Morais, R.; Sousa, J.J. Hyperspectral imaging: A review on UAV-based sensors, data processing and applications for agriculture and forestry. Remote Sens. 2017, 9, 1110
    • (2017) Remote Sens , vol.9 , pp. 1110
    • Adão, T.1    Hruška, J.2    Pádua, L.3    Bessa, J.4    Peres, E.5    Morais, R.6    Sousa, J.J.7
  • 17
    • 85040976594 scopus 로고    scopus 로고
    • A meta-analysis and review of unmanned aircraft system (UAS) imagery for terrestrial applications
    • Singh, K.K.; Frazier, A.E. A meta-analysis and review of unmanned aircraft system (UAS) imagery for terrestrial applications. Int. J. Remote Sens. 2018, 1-21
    • (2018) Int. J. Remote Sens , pp. 1-21
    • Singh, K.K.1    Frazier, A.E.2
  • 18
    • 77958031441 scopus 로고    scopus 로고
    • Airborne Vision-Based Mapping and Classification of Large Farmland Environments
    • Bryson, M.; Reid, A.; Ramos, F.; Sukkarieh, S. Airborne Vision-Based Mapping and Classification of Large Farmland Environments. J. Field Robot. 2010, 27, 632-655
    • (2010) J. Field Robot , vol.27 , pp. 632-655
    • Bryson, M.1    Reid, A.2    Ramos, F.3    Sukkarieh, S.4
  • 19
    • 85041517753 scopus 로고    scopus 로고
    • Mapping land use with using Rotation Forest algorithm from UAV images
    • Akar, O. Mapping land use with using Rotation Forest algorithm from UAV images. Eur. J. Remote Sens. 2017, 50, 269-279
    • (2017) Eur. J. Remote Sens , vol.50 , pp. 269-279
    • Akar, O.1
  • 20
    • 84920749069 scopus 로고    scopus 로고
    • Deploying four optical UAV-based sensors over grassland: Challenges and limitations
    • Bueren, S.K.; Burkart, A.; Hueni, A.; Rascher, U.; Tuohy, M.P.; Yule, I.J. Deploying four optical UAV-based sensors over grassland: Challenges and limitations. Biogeosciences 2015, 12, 163-175
    • (2015) Biogeosciences , vol.12 , pp. 163-175
    • Bueren, S.K.1    Burkart, A.2    Hueni, A.3    Rascher, U.4    Tuohy, M.P.5    Yule, I.J.6
  • 23
    • 84891299934 scopus 로고    scopus 로고
    • Features of the use of unmanned aerial vehicles for agriculture applications
    • Urbahs, A.; Jonaite, I. Features of the use of unmanned aerial vehicles for agriculture applications. Aviation 2013, 17, 170-175
    • (2013) Aviation , vol.17 , pp. 170-175
    • Urbahs, A.1    Jonaite, I.2
  • 24
    • 85045980327 scopus 로고    scopus 로고
    • Remote sensing for developing world agriculture: Opportunities and areas for technical development
    • Ecosystems, and Hydrology XVIII, Edinburgh, UK, 26-29 September
    • Jeunnette, M.N.; Hart, D.P. Remote sensing for developing world agriculture: Opportunities and areas for technical development. In Proceedings of the Remote Sensing for Agriculture, Ecosystems, and Hydrology XVIII, Edinburgh, UK, 26-29 September 2016
    • (2016) Proceedings of the Remote Sensing for Agriculture
    • Jeunnette, M.N.1    Hart, D.P.2
  • 25
    • 84868629417 scopus 로고    scopus 로고
    • An Application of low altitude remote sensing (LARS) platform for monitoring crop growth and weed infestation in a soybean plantation
    • Samseemoung, G.; Soni, P.; Jayasuriya, H.P.W.; Salokhe, V.M. An Application of low altitude remote sensing (LARS) platform for monitoring crop growth and weed infestation in a soybean plantation. Precis. Agric. 2012, 13, 611-627
    • (2012) Precis. Agric , vol.13 , pp. 611-627
    • Samseemoung, G.1    Soni, P.2    Jayasuriya, H.P.W.3    Salokhe, V.M.4
  • 26
    • 85029367645 scopus 로고    scopus 로고
    • Mapping of the Invasive Species Hakea sericea Using Unmanned Aerial Vehicle (UAV) and WorldView-2 Imagery and an Object-Oriented Approach
    • Alvarez-Taboada, F.; Paredes, C.; Julián-Pelaz, J. Mapping of the Invasive Species Hakea sericea Using Unmanned Aerial Vehicle (UAV) and WorldView-2 Imagery and an Object-Oriented Approach. Remote Sens. 2017, 9, 913
    • (2017) Remote Sens , vol.9 , pp. 913
    • Alvarez-Taboada, F.1    Paredes, C.2    Julián-Pelaz, J.3
  • 27
    • 85030528143 scopus 로고    scopus 로고
    • Development of an Unmanned Aerial Vehicle for the Measurement of Turbulence in the Atmospheric Boundary Layer
    • Witte, B.M.; Singler, R.F.; Bailey, S.C.C. Development of an Unmanned Aerial Vehicle for the Measurement of Turbulence in the Atmospheric Boundary Layer. Atmosphere 2017, 8, 195
    • (2017) Atmosphere , vol.8 , pp. 195
    • Witte, B.M.1    Singler, R.F.2    Bailey, S.C.C.3
  • 30
    • 84870789775 scopus 로고    scopus 로고
    • Unmanned aerial vehicle (UAV) for monitoring soil erosion in Morocco
    • d'Oleire-Oltmanns, S.; Marzolff, I.; Peter, K.D.; Ries, J.B. Unmanned aerial vehicle (UAV) for monitoring soil erosion in Morocco. Remote Sens. 2012, 4, 3390-3416
    • (2012) Remote Sens , vol.4 , pp. 3390-3416
    • d'Oleire-Oltmanns, S.1    Marzolff, I.2    Peter, K.D.3    Ries, J.B.4
  • 31
    • 84893755052 scopus 로고    scopus 로고
    • Assessing the impact of soil surface characteristics on vineyard erosion from very high spatial resolution aerial images (Côte de Beaune, Burgundy, France)
    • Quiquerez, A.; Chevigny, E.; Allemand, P.; Curmi, P.; Petit, C.; Grandjean, P. Assessing the impact of soil surface characteristics on vineyard erosion from very high spatial resolution aerial images (Côte de Beaune, Burgundy, France). Catena 2014, 116, 163-172
    • (2014) Catena , vol.116 , pp. 163-172
    • Quiquerez, A.1    Chevigny, E.2    Allemand, P.3    Curmi, P.4    Petit, C.5    Grandjean, P.6
  • 32
    • 84966293673 scopus 로고    scopus 로고
    • UAS-based soil carbon mapping using VIS-NIR (480-1000 nm) multi-spectral imaging: Potential and limitations
    • Aldana-Jague, E.; Heckrath, G.; Macdonald, A.; van Wesemael, B.; Van Oost, K. UAS-based soil carbon mapping using VIS-NIR (480-1000 nm) multi-spectral imaging: Potential and limitations. Geoderma 2016, 275, 55-66
    • (2016) Geoderma , vol.275 , pp. 55-66
    • Aldana-Jague, E.1    Heckrath, G.2    Macdonald, A.3    van Wesemael, B.4    Van Oost, K.5
  • 33
    • 84857445904 scopus 로고    scopus 로고
    • UAV-based remote sensing of the Super Sauze landslide: Evaluation and results
    • Niethammer, U.; James, M.R.; Rothmund, S.; Travelletti, J.; Joswig, M. UAV-based remote sensing of the Super Sauze landslide: Evaluation and results. Eng. Geol. 2012, 128, 2-11
    • (2012) Eng. Geol , vol.128 , pp. 2-11
    • Niethammer, U.1    James, M.R.2    Rothmund, S.3    Travelletti, J.4    Joswig, M.5
  • 35
    • 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
    • (2014) ISPRS J. Photogramm. Remote Sens , vol.92 , pp. 79-97
    • Colomina, I.1    Molina, P.2
  • 36
    • 84912553614 scopus 로고    scopus 로고
    • Positional quality assessment of orthophotos obtained from sensors on board multi-rotor UAV platforms
    • Mesas-Carrascosa, F.J.; Rumbao, I.C.; Berrocal, J.A.B.; Porras, A.G.F. Positional quality assessment of orthophotos obtained from sensors on board multi-rotor UAV platforms. Sensors 2014, 14, 22394-22407
    • (2014) Sensors , vol.14 , pp. 22394-22407
    • Mesas-Carrascosa, F.J.1    Rumbao, I.C.2    Berrocal, J.A.B.3    Porras, A.G.F.4
  • 37
    • 84926286960 scopus 로고    scopus 로고
    • A robust photogrammetric processing method of low-altitude UAV images
    • Ai, M.; Hu, Q.; Li, J.; Wang, M.; Yuan, H.; Wang, S. A robust photogrammetric processing method of low-altitude UAV images. Remote Sens. 2015, 7, 2302-2333
    • (2015) Remote Sens , vol.7 , pp. 2302-2333
    • Ai, M.1    Hu, Q.2    Li, J.3    Wang, M.4    Yuan, H.5    Wang, S.6
  • 38
    • 84905052043 scopus 로고    scopus 로고
    • Mitigating systematic error in topographic models derived from UAV and ground-based image networks
    • James, M.R.; Robson, S. Mitigating systematic error in topographic models derived from UAV and ground-based image networks. Earth Surf. Process. Landf. 2014, 39, 1413-1420
    • (2014) Earth Surf. Process. Landf , vol.39 , pp. 1413-1420
    • James, M.R.1    Robson, S.2
  • 40
    • 84941554085 scopus 로고    scopus 로고
    • Analysis of Different Methods for 3D Reconstruction of Natural Surfaces from Parallel-Axes UAV Images
    • Eltner, A.; Schneider, D. Analysis of Different Methods for 3D Reconstruction of Natural Surfaces from Parallel-Axes UAV Images. Photogramm. Record 2015, 30, 279-299
    • (2015) Photogramm. Record , vol.30 , pp. 279-299
    • Eltner, A.1    Schneider, D.2
  • 41
    • 85006284718 scopus 로고    scopus 로고
    • Optimising UAV topographic surveys processed with structure-from-motion: Ground control quality, quantity and bundle adjustment
    • James, M.R.; Robson, S.; d'Oleire-Oltmanns, S.; Niethammer, U. Optimising UAV topographic surveys processed with structure-from-motion: Ground control quality, quantity and bundle adjustment. Geomorphology 2017, 280, 51-66
    • (2017) Geomorphology , vol.280 , pp. 51-66
    • James, M.R.1    Robson, S.2    d'Oleire-Oltmanns, S.3    Niethammer, U.4
  • 43
    • 84912137635 scopus 로고    scopus 로고
    • Combined spectral and spatial modeling of corn yield based on aerial images and crop surface models acquired with an unmanned aircraft system
    • Geipel, J.; Link, J.; Claupein, W. Combined spectral and spatial modeling of corn yield based on aerial images and crop surface models acquired with an unmanned aircraft system. Remote Sens. 2014, 6, 10335-10355
    • (2014) Remote Sens , vol.6 , pp. 10335-10355
    • Geipel, J.1    Link, J.2    Claupein, W.3
  • 44
    • 84896137428 scopus 로고    scopus 로고
    • Multi-temporal mapping of the vegetation fraction in early-season wheat fields using images from UAV
    • Torres-Sanchez, J.; Pena, J.M.; de Castro, A.I.; Lopez-Granados, F. Multi-temporal mapping of the vegetation fraction in early-season wheat fields using images from UAV. Comput. Electron. Agric. 2014, 103, 104-113
    • (2014) Comput. Electron. Agric , vol.103 , pp. 104-113
    • Torres-Sanchez, J.1    Pena, J.M.2    de Castro, A.I.3    Lopez-Granados, F.4
  • 46
    • 84912057005 scopus 로고    scopus 로고
    • Monitoring of crop biomass using true colour aerial photographs taken from a remote controlled hexacopter
    • Jannoura, R.; Brinkmann, K.; Uteau, D.; Bruns, C.; Joergensen, R.G. Monitoring of crop biomass using true colour aerial photographs taken from a remote controlled hexacopter. Biosyst. Eng. 2015, 129, 341-351
    • (2015) Biosyst. Eng , vol.129 , pp. 341-351
    • Jannoura, R.1    Brinkmann, K.2    Uteau, D.3    Bruns, C.4    Joergensen, R.G.5
  • 47
    • 77956640482 scopus 로고    scopus 로고
    • Acquisition of NIR-green-blue digital photographs from unmanned aircraft for crop monitoring
    • Hunt, E.R.; Hivel, W.D.; Fujikawa, S.J.; Linden, D.S.; Daughtry, C.S.T.; McCarty, G.W. Acquisition of NIR-green-blue digital photographs from unmanned aircraft for crop monitoring. Remote Sens. 2010, 2, 290-305
    • (2010) Remote Sens , vol.2 , pp. 290-305
    • Hunt, E.R.1    Hivel, W.D.2    Fujikawa, S.J.3    Linden, D.S.4    Daughtry, C.S.T.5    McCarty, G.W.6
  • 48
    • 84856748060 scopus 로고    scopus 로고
    • Multispectral Remote Sensing from Unmanned Aircraft: Image ProcessingWorkflows and Applications for Rangeland Environments
    • Laliberte, A.S.; Goforth, M.A.; Steele, C.M.; Rango, A. Multispectral Remote Sensing from Unmanned Aircraft: Image ProcessingWorkflows and Applications for Rangeland Environments. Remote Sens. 2011, 3, 2529-2551
    • (2011) Remote Sens , vol.3 , pp. 2529-2551
    • Laliberte, A.S.1    Goforth, M.A.2    Steele, C.M.3    Rango, A.4
  • 50
    • 85016257803 scopus 로고    scopus 로고
    • Species classification using Unmanned Aerial Vehicle (UAV)-acquired high spatial resolution imagery in a heterogeneous grassland
    • Lu, B.; He, Y. Species classification using Unmanned Aerial Vehicle (UAV)-acquired high spatial resolution imagery in a heterogeneous grassland. ISPRS J. Photogramm. 2017, 128, 73-85
    • (2017) ISPRS J. Photogramm , vol.128 , pp. 73-85
    • Lu, B.1    He, Y.2
  • 51
    • 79953209668 scopus 로고    scopus 로고
    • Supervised vicarious calibration (SVC) of hyperspectral remote-sensing data
    • Brook, A.; Ben-Dor, E. Supervised vicarious calibration (SVC) of hyperspectral remote-sensing data. Remote Sens. Environ. 2011, 115, 1543-1555
    • (2011) Remote Sens. Environ , vol.115 , pp. 1543-1555
    • Brook, A.1    Ben-Dor, E.2
  • 52
    • 84855428733 scopus 로고    scopus 로고
    • Fluorescence, temperature and narrow-band indices acquired from a UAV platform for water stress detection using a microhyperspectral imager and a thermal camera
    • Zarco-Tejada, P.J.; Gonzalez-Dugo, V.; Berni, J.A.J. Fluorescence, temperature and narrow-band indices acquired from a UAV platform for water stress detection using a microhyperspectral imager and a thermal camera. Remote Sens. Environ. 2012, 117, 322-337
    • (2012) Remote Sens. Environ , vol.117 , pp. 322-337
    • Zarco-Tejada, P.J.1    Gonzalez-Dugo, V.2    Berni, J.A.J.3
  • 53
    • 85032965543 scopus 로고    scopus 로고
    • Band registration of tuneable frame format hyperspectral UAV imagers in complex scenes
    • Honkavaara, E.; Rosnell, T.; Oliveira, R.; Tommaselli, A. Band registration of tuneable frame format hyperspectral UAV imagers in complex scenes. ISPRS J. Photogramm. 2017, 134, 96-109
    • (2017) ISPRS J. Photogramm , vol.134 , pp. 96-109
    • Honkavaara, E.1    Rosnell, T.2    Oliveira, R.3    Tommaselli, A.4
  • 54
    • 84979937191 scopus 로고    scopus 로고
    • Angular dependency of hyperspectral measurements over wheat characterized by a novel UAV based goniometer
    • Burkart, A.; Aasen, H.; Alonso, L.; Menz, G.; Bareth, G.; Rascher, U. Angular dependency of hyperspectral measurements over wheat characterized by a novel UAV based goniometer. Remote Sens. 2015, 7, 725-746
    • (2015) Remote Sens , vol.7 , pp. 725-746
    • Burkart, A.1    Aasen, H.2    Alonso, L.3    Menz, G.4    Bareth, G.5    Rascher, U.6
  • 56
    • 84930024544 scopus 로고    scopus 로고
    • Supervised vicarious calibration (SVC) of multi-source hyperspectral remote-sensing data
    • Brook, A.; Ben-Dor, E. Supervised vicarious calibration (SVC) of multi-source hyperspectral remote-sensing data. Remote Sens. 2015, 7, 6196-6223
    • (2015) Remote Sens , vol.7 , pp. 6196-6223
    • Brook, A.1    Ben-Dor, E.2
  • 57
    • 85029762659 scopus 로고    scopus 로고
    • Use of miniature thermal cameras for detection of physiological stress in conifers
    • Smigaj, M.; Gaulton, R.; Suarez, J.C.; Barr, S.L. Use of miniature thermal cameras for detection of physiological stress in conifers. Remote Sens. 2017, 9, 20
    • (2017) Remote Sens , vol.9 , pp. 20
    • Smigaj, M.1    Gaulton, R.2    Suarez, J.C.3    Barr, S.L.4
  • 58
    • 85017531995 scopus 로고    scopus 로고
    • UAV LiDAR and hyperspectral fusion for forest monitoring in the southwestern USA
    • Sankey, T.; Donager, J.; McVay, J.; Sankey, J.B. UAV LiDAR and hyperspectral fusion for forest monitoring in the southwestern USA. Remote Sens. Environ. 2017, 195, 30-43
    • (2017) Remote Sens. Environ , vol.195 , pp. 30-43
    • Sankey, T.1    Donager, J.2    McVay, J.3    Sankey, J.B.4
  • 59
    • 85015345065 scopus 로고    scopus 로고
    • 3-D uncertainty-based topographic change detection with structure-from-motion photogrammetry: Precision maps for ground controland directly georeferenced surveys
    • James, M.R.; Robson, S.; Smith, M.W. 3-D uncertainty-based topographic change detection with structure-from-motion photogrammetry: Precision maps for ground controland directly georeferenced surveys. Earth Surf. Process. Landf. 2017, 42, 1769-1788
    • (2017) Earth Surf. Process. Landf , vol.42 , pp. 1769-1788
    • James, M.R.1    Robson, S.2    Smith, M.W.3
  • 60
    • 84883608491 scopus 로고    scopus 로고
    • On the Vulnerability of Water Limited Ecosystems to Climate Change
    • Manfreda, S.; Caylor, K.K. On the Vulnerability of Water Limited Ecosystems to Climate Change. Water 2013, 5, 819-833
    • (2013) Water , vol.5 , pp. 819-833
    • Manfreda, S.1    Caylor, K.K.2
  • 61
    • 85014613115 scopus 로고    scopus 로고
    • An Ecohydrological framework to explain shifts in vegetation organization across climatological gradients
    • Manfreda, S.; Caylor, K.K.; Good, S. An Ecohydrological framework to explain shifts in vegetation organization across climatological gradients. Ecohydrology 2017, 10, 1-14
    • (2017) Ecohydrology , vol.10 , pp. 1-14
    • Manfreda, S.1    Caylor, K.K.2    Good, S.3
  • 62
    • 84874788283 scopus 로고    scopus 로고
    • Advances in remote sensing of agriculture: Context description, existing operational monitoring systems and major information needs
    • Atzberger, C. Advances in remote sensing of agriculture: Context description, existing operational monitoring systems and major information needs. Remote Sens. 2013, 5, 949-981
    • (2013) Remote Sens , vol.5 , pp. 949-981
    • Atzberger, C.1
  • 63
    • 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
    • (2012) Precis. Agric , vol.13 , pp. 693
    • Zhang, C.1    Kovacs, J.M.2
  • 64
    • 84884468780 scopus 로고    scopus 로고
    • Development and prospect of unmanned aerial vehicle technologies for agricultural production management
    • Huang, Y.; Thomson, S.J.; Hoffmann, W.C.; Lan, Y.; Fritz, B.K. Development and prospect of unmanned aerial vehicle technologies for agricultural production management. Int. J. Agric. Biol. Eng. 2013, 6, 1-10
    • (2013) Int. J. Agric. Biol. Eng , vol.6 , pp. 1-10
    • Huang, Y.1    Thomson, S.J.2    Hoffmann, W.C.3    Lan, Y.4    Fritz, B.K.5
  • 65
    • 84876302385 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.; Claupein, W. Developing and evaluating an aerial sensor platform (ASP) to collect multispectral data for deriving management decisions in precision farming. Comput. Electron. Agric. 2013, 94, 20-28
    • (2013) Comput. Electron. Agric , vol.94 , pp. 20-28
    • Link, J.1    Senner, D.2    Claupein, W.3
  • 66
    • 84915746969 scopus 로고    scopus 로고
    • Applications of low altitude remote sensing in agriculture upon farmer requests-A case study in northeastern Ontario, Canada
    • Zhang, C.; Walters, D.; Kovacs, J.M. Applications of low altitude remote sensing in agriculture upon farmer requests-A case study in northeastern Ontario, Canada. PLoS ONE 2014, 9, e112894
    • (2014) PLoS ONE , vol.9
    • Zhang, C.1    Walters, D.2    Kovacs, J.M.3
  • 67
    • 84947081151 scopus 로고    scopus 로고
    • Annual evapotranspiration retrieved from satellite vegetation indices for the Eastern Mediterranean at 250 m spatial resolution
    • Helman, D.; Givati, A.; Lensky, I.M. Annual evapotranspiration retrieved from satellite vegetation indices for the Eastern Mediterranean at 250 m spatial resolution. Atmos. Chem. Phys. 2015, 15, 12567-12579
    • (2015) Atmos. Chem. Phys , vol.15 , pp. 12567-12579
    • Helman, D.1    Givati, A.2    Lensky, I.M.3
  • 69
    • 85029097083 scopus 로고    scopus 로고
    • A biophysical approach using water deficit factor for daily estimations of evapotranspiration and CO2 uptake in Mediterranean environments
    • Helman, D.; Lensky, I.M.; Osem, Y.; Rohatyn, S.; Rotenberg, E.; Yakir, D. A biophysical approach using water deficit factor for daily estimations of evapotranspiration and CO2 uptake in Mediterranean environments. Biogeosciences 2017, 14, 3909-3926
    • (2017) Biogeosciences , vol.14 , pp. 3909-3926
    • Helman, D.1    Lensky, I.M.2    Osem, Y.3    Rohatyn, S.4    Rotenberg, E.5    Yakir, D.6
  • 71
    • 77949511126 scopus 로고    scopus 로고
    • Influences of Leaf Area Index estimations on the soil water balance predictions in Mediterranean regions
    • Gigante, V.; Milella, P.; Iacobellis, V.; Manfreda, S.; Portoghese, I. Influences of Leaf Area Index estimations on the soil water balance predictions in Mediterranean regions. Nat. Hazard Earth Syst. Sci. 2009, 9, 979-991
    • (2009) Nat. Hazard Earth Syst. Sci , vol.9 , pp. 979-991
    • Gigante, V.1    Milella, P.2    Iacobellis, V.3    Manfreda, S.4    Portoghese, I.5
  • 72
    • 85029125132 scopus 로고    scopus 로고
    • Land surface phenology: What do we really 'see' from space?
    • Helman, D. Land surface phenology: What do we really 'see' from space? Sci. Total Environ. 2018, 618, 665-673
    • (2018) Sci. Total Environ , vol.618 , pp. 665-673
    • Helman, D.1
  • 74
    • 84868556067 scopus 로고    scopus 로고
    • Multiscale Assessment of Green Leaf Cover in a Semi-Arid Rangeland with a Small Unmanned Aerial Vehicle
    • McGwire, K.C.; Weltz, M.A.; Finzel, J.A.; Morris, C.E.; Fenstermaker, L.F.; McGraw, D.S. Multiscale Assessment of Green Leaf Cover in a Semi-Arid Rangeland with a Small Unmanned Aerial Vehicle. Int. J. Remote Sens. 2013, 34, 1615-1632
    • (2013) Int. J. Remote Sens , vol.34 , pp. 1615-1632
    • McGwire, K.C.1    Weltz, M.A.2    Finzel, J.A.3    Morris, C.E.4    Fenstermaker, L.F.5    McGraw, D.S.6
  • 77
    • 84878718359 scopus 로고    scopus 로고
    • Relationships between net photosynthesis and steady-state chlorophyll fluorescence retrieved from airborne hyperspectral imagery
    • Zarco-Tejada, P.J.; Catalina, A.; Gonzalez, M.R.; Martin, P. Relationships between net photosynthesis and steady-state chlorophyll fluorescence retrieved from airborne hyperspectral imagery. Remote Sens. Environ. 2013, 136, 247-258
    • (2013) Remote Sens. Environ , vol.136 , pp. 247-258
    • Zarco-Tejada, P.J.1    Catalina, A.2    Gonzalez, M.R.3    Martin, P.4
  • 78
    • 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.; Gonzalez-Dugo, V.; Williams, L.E.; Suarez, L.; Berni, J.A.J.; 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
    • (2013) Remote Sens. Environ , vol.138 , pp. 38-50
    • Zarco-Tejada, P.J.1    Gonzalez-Dugo, V.2    Williams, L.E.3    Suarez, L.4    Berni, J.A.J.5    Goldhamer, D.6    Fereres, E.7
  • 79
    • 84874253202 scopus 로고    scopus 로고
    • Estimating leaf carotenoid content in vineyards using high resolution hyperspectral imagery acquired from an unmanned aerial vehicle (UAV)
    • Zarco-Tejada, P.J.; Guillen-Climent, M.L.; Hernandez-Clement, R.; Catalinac, A.; Gonzalez, M.R.; Martin, P. Estimating leaf carotenoid content in vineyards using high resolution hyperspectral imagery acquired from an unmanned aerial vehicle (UAV). Agric. For. Meteorol. 2013, 171-172, 281-294
    • (2013) Agric. For. Meteorol , vol.171-172 , pp. 281-294
    • Zarco-Tejada, P.J.1    Guillen-Climent, M.L.2    Hernandez-Clement, R.3    Catalinac, A.4    Gonzalez, M.R.5    Martin, P.6
  • 80
    • 84878656495 scopus 로고    scopus 로고
    • Spatial resolution effects on chlorophyll fluorescence retrieval in a heterogeneous canopy using hyperspectral imagery and radiative transfer simulation
    • Zarco-Tejada, P.J.; Suarez, L.; Gonzalez-Dugo, V. Spatial resolution effects on chlorophyll fluorescence retrieval in a heterogeneous canopy using hyperspectral imagery and radiative transfer simulation. IEEE Geosci. Remote Sens. Lett. 2013, 10, 937-941
    • (2013) IEEE Geosci. Remote Sens. Lett , vol.10 , pp. 937-941
    • Zarco-Tejada, P.J.1    Suarez, L.2    Gonzalez-Dugo, V.3
  • 81
    • 84923544573 scopus 로고    scopus 로고
    • Assessment of Surface Soil Moisture Using High Resolution Multi-Spectral Imagery and Artificial Neural Networks
    • Hassan-Esfahani, L.; Torres-Rua, A.; Jensen, A.; McKee, M. Assessment of Surface Soil Moisture Using High Resolution Multi-Spectral Imagery and Artificial Neural Networks. Remote Sens. 2015, 7, 2627-2646
    • (2015) Remote Sens , vol.7 , pp. 2627-2646
    • Hassan-Esfahani, L.1    Torres-Rua, A.2    Jensen, A.3    McKee, M.4
  • 82
    • 84897449609 scopus 로고    scopus 로고
    • A physically based approach for the estimation of root-zone soil moisture from surface measurements
    • Manfreda, S.; Brocca, L.; Moramarco, T.; Melone, F.; Sheffield, J. A physically based approach for the estimation of root-zone soil moisture from surface measurements. Hydrol. Earth Syst. Sci. 2014, 18, 1199-1212
    • (2014) Hydrol. Earth Syst. Sci , vol.18 , pp. 1199-1212
    • Manfreda, S.1    Brocca, L.2    Moramarco, T.3    Melone, F.4    Sheffield, J.5
  • 83
    • 85010886244 scopus 로고    scopus 로고
    • Predicting root zone soil moisture with soil properties and satellite near-surface moisture data at locations across the United States
    • Baldwin, D.; Manfreda, S.; Keller, K.; Smithwick, E.A.H. Predicting root zone soil moisture with soil properties and satellite near-surface moisture data at locations across the United States. J. Hydrol. 2017, 546, 393-404
    • (2017) J. Hydrol , vol.546 , pp. 393-404
    • Baldwin, D.1    Manfreda, S.2    Keller, K.3    Smithwick, E.A.H.4
  • 84
    • 38549162161 scopus 로고    scopus 로고
    • Evaluating the sensitivity of an unmanned thermal infrared aerial system to detect water stress in a cotton canopy
    • Sullivan, D.G.; Fulton, J.P.; Shaw, J.N.; Bland, G. Evaluating the sensitivity of an unmanned thermal infrared aerial system to detect water stress in a cotton canopy. Trans. Am. Soc. Agric. Eng. 2007, 50, 1955-1962
    • (2007) Trans. Am. Soc. Agric. Eng , vol.50 , pp. 1955-1962
    • Sullivan, D.G.1    Fulton, J.P.2    Shaw, J.N.3    Bland, G.4
  • 85
    • 84887619221 scopus 로고    scopus 로고
    • Can infrared thermography be used to estimate soil surface microrelief and rill morphology
    • de Lima, J.L.M.P.; Abrantes, J.R.C.B. Can infrared thermography be used to estimate soil surface microrelief and rill morphology? Catena 2014, 113, 314-322
    • (2014) Catena , vol.113 , pp. 314-322
    • de Lima, J.L.M.P.1    Abrantes, J.R.C.B.2
  • 86
    • 84994158651 scopus 로고    scopus 로고
    • Assessing soil water repellency spatial variability using a thermographic technique: An exploratory study using a small-scale laboratory soil flume
    • Abrantes, J.R.C.B.; de Lima, J.L.M.P.; Prats, S.A.; Keizer, J.J. Assessing soil water repellency spatial variability using a thermographic technique: An exploratory study using a small-scale laboratory soil flume. Geoderma 2017, 287, 98-104
    • (2017) Geoderma , vol.287 , pp. 98-104
    • Abrantes, J.R.C.B.1    de Lima, J.L.M.P.2    Prats, S.A.3    Keizer, J.J.4
  • 89
    • 84905007409 scopus 로고    scopus 로고
    • Using a thermal tracer to estimate overland and rill flow velocities
    • de Lima, J.L.M.P.; Abrantes, J.R.C.B. Using a thermal tracer to estimate overland and rill flow velocities. Earth Surf. Process. Landf. 2014b, 39, 1293-1300
    • (2014) Earth Surf. Process. Landf , vol.39 , pp. 1293-1300
    • de Lima, J.L.M.P.1    Abrantes, J.R.C.B.2
  • 90
    • 85039759553 scopus 로고    scopus 로고
    • Comparison of thermal, salt and dye tracing to estimate shallow flow velocities: Novel triple tracer approach
    • Abrantes, J.R.C.B.; Moruzzi, R.B.; Silveira, A.; de Lima, J.L.M.P. Comparison of thermal, salt and dye tracing to estimate shallow flow velocities: Novel triple tracer approach. J. Hydrol. 2018, 557, 362-377
    • (2018) J. Hydrol , vol.557 , pp. 362-377
    • Abrantes, J.R.C.B.1    Moruzzi, R.B.2    Silveira, A.3    de Lima, J.L.M.P.4
  • 91
    • 0019685845 scopus 로고
    • Canopy temperature as a crop water stress indicator
    • Jackson, R.D.; Idso, S.B.; Reginato, R.J. Canopy temperature as a crop water stress indicator. Water Resour. Res. 1981, 17, 1133-1138
    • (1981) Water Resour. Res , vol.17 , pp. 1133-1138
    • Jackson, R.D.1    Idso, S.B.2    Reginato, R.J.3
  • 92
    • 85000702134 scopus 로고    scopus 로고
    • Mapping water status based on aerial thermal imagery: Comparison of methodologies for upscaling from a single leaf to commercial fields
    • Cohen, Y.; Alchanatis, V.; Saranga, Y.; Rosenberg, O.; Sela, E.; Bosak, A. Mapping water status based on aerial thermal imagery: Comparison of methodologies for upscaling from a single leaf to commercial fields. Precis. Agric. 2017, 18, 801-822
    • (2017) Precis. Agric , vol.18 , pp. 801-822
    • Cohen, Y.1    Alchanatis, V.2    Saranga, Y.3    Rosenberg, O.4    Sela, E.5    Bosak, A.6
  • 93
    • 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, M.; 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
    • (2012) Irrig. Sci , vol.30 , pp. 511-522
    • Baluja, J.1    Diago, M.P.2    Balda, P.3    Zorer, R.4    Meggio, M.5    Morales, F.6    Tardaguila, J.7
  • 95
    • 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.; Nicolas, E.; Nortes, P.A.; Alarcon, J.J.; Intrigliolo, D.S.; 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
    • (2013) Precis. Agric , vol.14 , pp. 660-678
    • Gonzalez-Dugo, V.1    Zarco-Tejada, P.2    Nicolas, E.3    Nortes, P.A.4    Alarcon, J.J.5    Intrigliolo, D.S.6    Fereres, E.7
  • 96
    • 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
    • (2014) Precis. Agric , vol.15 , pp. 361-376
    • Bellvert, J.1    Zarco-Tejada, P.J.2    Girona, J.3    Fereres, E.4
  • 97
    • 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.G.; Di Gennaro, S.F.; Herrero-Langreo, A.; Miranda, C.; Royo, J.B.; Matese, A. High-resolution UAV-based thermal imaging to estimate the instantaneous and seasonal variability of plant water status within a vineyard. Agr. Water Manag. 2017, 183, 49-59
    • (2017) Agr. Water Manag , vol.183 , pp. 49-59
    • Santesteban, L.G.1    Di Gennaro, S.F.2    Herrero-Langreo, A.3    Miranda, C.4    Royo, J.B.5    Matese, A.6
  • 98
    • 0028667379 scopus 로고
    • Visible and near-infrared (0.4-1.1 μm) analysis of arid and semiarid soils
    • Ben-Dor, E.; Banin, A. Visible and near-infrared (0.4-1.1 μm) analysis of arid and semiarid soils. Remote Sens. Environ. 1994, 48, 261-274
    • (1994) Remote Sens. Environ , vol.48 , pp. 261-274
    • Ben-Dor, E.1    Banin, A.2
  • 100
    • 84882406918 scopus 로고    scopus 로고
    • The performance of visible, near-, and mid-infrared reflectance spectroscopy for prediction of soil physical, chemical, and biological properties
    • Soriano-Disla, J.M.; Janik, L.J.; Viscarra Rossel, R.A.; Macdonald, L.M.; McLaughlin, M.J. The performance of visible, near-, and mid-infrared reflectance spectroscopy for prediction of soil physical, chemical, and biological properties. Appl. Spectrosc. Rev. 2014, 49, 139-186
    • (2014) Appl. Spectrosc. Rev , vol.49 , pp. 139-186
    • Soriano-Disla, J.M.1    Janik, L.J.2    Viscarra Rossel, R.A.3    Macdonald, L.M.4    McLaughlin, M.J.5
  • 102
    • 84885398102 scopus 로고    scopus 로고
    • Weed mapping in early-season maize fields using object-based analysis of unmanned aerial vehicle (UAV) images
    • Peña, J.M.; Torres-Sanchez, J.; de Castro, A.I.; Kelly, M.; Lopez-Granados, F. Weed mapping in early-season maize fields using object-based analysis of unmanned aerial vehicle (UAV) images. PLoS ONE 2013, 8, e77151
    • (2013) PLoS ONE , vol.8
    • Peña, J.M.1    Torres-Sanchez, J.2    de Castro, A.I.3    Kelly, M.4    Lopez-Granados, F.5
  • 103
    • 84928668178 scopus 로고    scopus 로고
    • Quantifying Efficacy and Limits of Unmanned Aerial Vehicle (UAV) Technology for Weed Seedling Detection as Affected by Sensor Resolution
    • Peña, J.M.; Torres-Sanchez, J.; Serrano-Perez, A.; de Castro, A.I.; Lopez-Granados, F. Quantifying Efficacy and Limits of Unmanned Aerial Vehicle (UAV) Technology for Weed Seedling Detection as Affected by Sensor Resolution. Sensors 2015, 15, 5609-5626
    • (2015) Sensors , vol.15 , pp. 5609-5626
    • Peña, J.M.1    Torres-Sanchez, J.2    Serrano-Perez, A.3    de Castro, A.I.4    Lopez-Granados, F.5
  • 104
    • 84945452854 scopus 로고    scopus 로고
    • Drone remote sensing for forestry research and practices
    • Tang, L.; Shao, G. Drone remote sensing for forestry research and practices. J. For. Res. 2015, 26, 791-797
    • (2015) J. For. Res , vol.26 , pp. 791-797
    • Tang, L.1    Shao, G.2
  • 107
    • 33751241740 scopus 로고    scopus 로고
    • An assessment of small unmanned aerial vehicles for wildlife research
    • Jones, G.P.; Pearlstine, L.G.; Percival, H.F. An assessment of small unmanned aerial vehicles for wildlife research. Wildl. Soc. Bull. 2006, 34, 750-758
    • (2006) Wildl. Soc. Bull , vol.34 , pp. 750-758
    • Jones, G.P.1    Pearlstine, L.G.2    Percival, H.F.3
  • 108
    • 84860465916 scopus 로고    scopus 로고
    • Evaluation of an off-the-shelf unmanned aircraft system for surveying flocks of geese
    • Chabot, D.; Bird, D.M. Evaluation of an off-the-shelf unmanned aircraft system for surveying flocks of geese. Waterbirds 2012, 35, 170-174
    • (2012) Waterbirds , vol.35 , pp. 170-174
    • Chabot, D.1    Bird, D.M.2
  • 109
    • 84863859442 scopus 로고    scopus 로고
    • Assessing biodiversity in forests using very high-resolution images and unmanned aerial vehicles
    • Getzin, S.; Wiegand, K.; Schöning, I. Assessing biodiversity in forests using very high-resolution images and unmanned aerial vehicles. Methods Ecol. Evol. 2012, 3, 397-404
    • (2012) Methods Ecol. Evol , vol.3 , pp. 397-404
    • Getzin, S.1    Wiegand, K.2    Schöning, I.3
  • 110
    • 84863859831 scopus 로고    scopus 로고
    • Dawn of drone ecology: Low-cost autonomous aerial vehicles for conservation
    • Koh, L.P.; Wich, S.A. Dawn of drone ecology: Low-cost autonomous aerial vehicles for conservation. Trop. Conserv. Sci. 2012, 5, 121-132
    • (2012) Trop. Conserv. Sci , vol.5 , pp. 121-132
    • Koh, L.P.1    Wich, S.A.2
  • 111
    • 85015614511 scopus 로고    scopus 로고
    • Mapping of riparian invasive species with supervised classification of Unmanned Aerial System (UAS) imagery
    • Michez, A.; Piégay, H.; Jonathan, L.; Claessens, H.; Lejeune, P. Mapping of riparian invasive species with supervised classification of Unmanned Aerial System (UAS) imagery. Int. J. Appl. Earth Obs. Geoinform. 2016, 44, 88-94
    • (2016) Int. J. Appl. Earth Obs. Geoinform , vol.44 , pp. 88-94
    • Michez, A.1    Piégay, H.2    Jonathan, L.3    Claessens, H.4    Lejeune, P.5
  • 112
    • 84992391780 scopus 로고    scopus 로고
    • Remote sensing for restoration ecology: Application for restoring degraded, damaged, transformed, or destroyed ecosystems
    • Reif, M.K.; Theel, H.J. Remote sensing for restoration ecology: Application for restoring degraded, damaged, transformed, or destroyed ecosystems. Integr. Environ. Assess. Manag. 2017, 13, 614-630
    • (2017) Integr. Environ. Assess. Manag , vol.13 , pp. 614-630
    • Reif, M.K.1    Theel, H.J.2
  • 113
    • 85034659033 scopus 로고    scopus 로고
    • Measuring fire severity using UAV imagery in semi-arid central Queensland, Australia
    • McKenna, P.; Erskine, P.D.; Lechner, A.M.; Phinn, S. Measuring fire severity using UAV imagery in semi-arid central Queensland, Australia. Int. J. Remote Sens. 2017, 38, 4244-4264
    • (2017) Int. J. Remote Sens , vol.38 , pp. 4244-4264
    • McKenna, P.1    Erskine, P.D.2    Lechner, A.M.3    Phinn, S.4
  • 114
    • 85037727701 scopus 로고    scopus 로고
    • Observing Spring and Fall Phenology in a Deciduous Forest with Aerial Drone Imagery
    • Klosterman, S.; Richardson, A.D. Observing Spring and Fall Phenology in a Deciduous Forest with Aerial Drone Imagery. Sensors 2017, 17, 2852
    • (2017) Sensors , vol.17 , pp. 2852
    • Klosterman, S.1    Richardson, A.D.2
  • 115
    • 84925387700 scopus 로고    scopus 로고
    • Analysis of unmanned aerial system-based CIR images in forestry-A new perspective to monitor pest infestation levels
    • Lehmann, J.R.K.; Nieberding, F.; Prinz, T.; Knoth, C. Analysis of unmanned aerial system-based CIR images in forestry-A new perspective to monitor pest infestation levels. Forests 2015, 6, 594-612
    • (2015) Forests , vol.6 , pp. 594-612
    • Lehmann, J.R.K.1    Nieberding, F.2    Prinz, T.3    Knoth, C.4
  • 116
    • 84979530075 scopus 로고    scopus 로고
    • Use of a multispectral UAV photogrammetry for detection and tracking of forest disturbance dynamics
    • Remote Sensing & Spatial Information Sciences, Prague, Czech Republic, 12-19 July
    • Minařík, R.; Langhammer, J. Use of a multispectral UAV photogrammetry for detection and tracking of forest disturbance dynamics. In Proceedings of the International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, Prague, Czech Republic, 12-19 July 2016; p. 41
    • (2016) In Proceedings of the International Archives of the Photogrammetry , pp. 41
    • Minařík, R.1    Langhammer, J.2
  • 117
    • 85014543098 scopus 로고    scopus 로고
    • Hierarchical land cover and vegetation classification using multispectral data acquired from an unmanned aerial vehicle
    • Ahmed, O.S.; Shemrock, A.; Chabot, D.; Dillon, C.; Williams, G.; Wasson, R.; Franklin, S.E. Hierarchical land cover and vegetation classification using multispectral data acquired from an unmanned aerial vehicle. Int. J. Remote Sens. 2017, 38, 2037-2052
    • (2017) Int. J. Remote Sens , vol.38 , pp. 2037-2052
    • Ahmed, O.S.1    Shemrock, A.2    Chabot, D.3    Dillon, C.4    Williams, G.5    Wasson, R.6    Franklin, S.E.7
  • 118
    • 84878711045 scopus 로고    scopus 로고
    • High spatial resolution three-dimensional mapping of vegetation spectral dynamics using computer vision
    • Dandois, J.P.; Ellis, E.C. High spatial resolution three-dimensional mapping of vegetation spectral dynamics using computer vision. Remote Sens. Environ. 2013, 136, 259-276
    • (2013) Remote Sens. Environ , vol.136 , pp. 259-276
    • Dandois, J.P.1    Ellis, E.C.2
  • 119
    • 84939439873 scopus 로고    scopus 로고
    • Inventory of small forest areas using an unmanned aerial system
    • Puliti, S.; Ørka, H.O.; Gobakken, T.; Næsset, E. Inventory of small forest areas using an unmanned aerial system. Remote Sens. 2015, 7, 9632-9654
    • (2015) Remote Sens , vol.7 , pp. 9632-9654
    • Puliti, S.1    Ørka, H.O.2    Gobakken, T.3    Næsset, E.4
  • 120
    • 85019488165 scopus 로고    scopus 로고
    • Applicability of different non-invasive methods for tree mass estimation: A review
    • Dittmann, S.; Thiessen, E.; Hartung, E. Applicability of different non-invasive methods for tree mass estimation: A review. For. Ecol. Manag. 2017, 398, 208-215
    • (2017) For. Ecol. Manag , vol.398 , pp. 208-215
    • Dittmann, S.1    Thiessen, E.2    Hartung, E.3
  • 123
    • 85001950314 scopus 로고    scopus 로고
    • Church, Utility of unmanned aerial vehicles for mapping invasive plant species: A case study on yellow flag iris (Iris pseudacorus L.)
    • Hill, D.J.C.; Tarasoff, G.E.; Whitworth, J.; Baron, J.L.; Bradshaw, J.S. Church, Utility of unmanned aerial vehicles for mapping invasive plant species: A case study on yellow flag iris (Iris pseudacorus L.). Int. J. Remote Sens. 2017, 38, 2083-2105
    • (2017) Int. J. Remote Sens , vol.38 , pp. 2083-2105
    • Hill, D.J.C.1    Tarasoff, G.E.2    Whitworth, J.3    Baron, J.L.4    Bradshaw, J.S.5
  • 127
    • 85026847906 scopus 로고    scopus 로고
    • Open-source processing and analysis of aerial imagery acquired with a low-cost unmanned aerial system to support invasive plant management
    • Lehmann, J.R.; Prinz, T.; Ziller, S.R.; Thiele, J.; Heringer, G.; Meira-Neto, J.A.; Buttschardt, T.K. Open-source processing and analysis of aerial imagery acquired with a low-cost unmanned aerial system to support invasive plant management. Front. Environm. Sci. 2017, 5, 44
    • (2017) Front. Environm. Sci , vol.5 , pp. 44
    • Lehmann, J.R.1    Prinz, T.2    Ziller, S.R.3    Thiele, J.4    Heringer, G.5    Meira-Neto, J.A.6    Buttschardt, T.K.7
  • 128
    • 84905216172 scopus 로고    scopus 로고
    • Using unmanned aerial vehicles (UAV) to quantify spatial gap patterns in forests
    • Getzin, S.; Nuske, R.S.; Wiegand, K. Using unmanned aerial vehicles (UAV) to quantify spatial gap patterns in forests. Remote Sens. 2014, 6, 6988-7004
    • (2014) Remote Sens , vol.6 , pp. 6988-7004
    • Getzin, S.1    Nuske, R.S.2    Wiegand, K.3
  • 129
    • 0002654374 scopus 로고    scopus 로고
    • Low altitude/large scale aerial photographs: A tool for range and resource managers
    • Quilter, M.C.; Anderson, V.J. Low altitude/large scale aerial photographs: A tool for range and resource managers. Rangel. Arch. 2000, 22, 13-17
    • (2000) Rangel. Arch , vol.22 , pp. 13-17
    • Quilter, M.C.1    Anderson, V.J.2
  • 130
    • 84878782534 scopus 로고    scopus 로고
    • Unmanned aerial vehicles as innovative remote sensing platforms for high-resolution infrared imagery to support restoration monitoring in cut-over bogs
    • Knoth, C.; Klein, B.; Prinz, T.; Kleinebecker, T. Unmanned aerial vehicles as innovative remote sensing platforms for high-resolution infrared imagery to support restoration monitoring in cut-over bogs. Appl. Veg. Sci. 2013, 16, 509-517
    • (2013) Appl. Veg. Sci , vol.16 , pp. 509-517
    • Knoth, C.1    Klein, B.2    Prinz, T.3    Kleinebecker, T.4
  • 131
  • 132
    • 37049036158 scopus 로고    scopus 로고
    • Assessment and Prediction of Natural Hazards from Satellite Imagery
    • Gillespie, T.W.; Chu, J.; Frankenberg, E.; Thomas, D. Assessment and Prediction of Natural Hazards from Satellite Imagery. Prog. Phys. Geogr. 2007, 31, 459-470
    • (2007) Prog. Phys. Geogr , vol.31 , pp. 459-470
    • Gillespie, T.W.1    Chu, J.2    Frankenberg, E.3    Thomas, D.4
  • 133
    • 67650545492 scopus 로고    scopus 로고
    • A Review of the Status of Satellite Remote Sensing and Image Processing Techniques for Mapping Natural Hazards and Disasters
    • Joyce, K.E.; Belliss, S.E.; Samsonov, S.V.; McNeill, S.J.; Glassey, P.J. A Review of the Status of Satellite Remote Sensing and Image Processing Techniques for Mapping Natural Hazards and Disasters. Prog. Phys. Geogr. 2009, 33, 183-207
    • (2009) Prog. Phys. Geogr , vol.33 , pp. 183-207
    • Joyce, K.E.1    Belliss, S.E.2    Samsonov, S.V.3    McNeill, S.J.4    Glassey, P.J.5
  • 135
    • 85020875582 scopus 로고    scopus 로고
    • Wireless sensor networks and multi-UAV systems for natural disaster management
    • Erdelj, M.; Król, M.; Natalizio, E. Wireless sensor networks and multi-UAV systems for natural disaster management. Comput. Netw. 2017, 124, 72-86
    • (2017) Comput. Netw , vol.124 , pp. 72-86
    • Erdelj, M.1    Król, M.2    Natalizio, E.3
  • 136
  • 139
    • 0031701660 scopus 로고    scopus 로고
    • Large-scale particle image velocimetry for flow analysis in hydraulic engineering applications
    • Fujita, I.; Muste, M.; Kruger, A. Large-scale particle image velocimetry for flow analysis in hydraulic engineering applications. J. Hydraul. Res. 1997, 36, 397-414
    • (1997) J. Hydraul. Res , vol.36 , pp. 397-414
    • Fujita, I.1    Muste, M.2    Kruger, A.3
  • 140
    • 79751523999 scopus 로고    scopus 로고
    • Integrating cross-correlation and relaxation algorithms for particle tracking velocimetry
    • Brevis, W.; Niño, Y.; Jirka, G.H. Integrating cross-correlation and relaxation algorithms for particle tracking velocimetry. Exp. Fluids 2011, 50, 135-147
    • (2011) Exp. Fluids , vol.50 , pp. 135-147
    • Brevis, W.1    Niño, Y.2    Jirka, G.H.3
  • 141
    • 0042574152 scopus 로고    scopus 로고
    • Unseeded and seeded PIV measurements of river flows video from a helicopter
    • Fujita, I.; Hino, T. Unseeded and seeded PIV measurements of river flows video from a helicopter. J. Vis. 2003, 6, 245-252
    • (2003) J. Vis , vol.6 , pp. 245-252
    • Fujita, I.1    Hino, T.2
  • 142
    • 80455174773 scopus 로고    scopus 로고
    • Application of aerial LSPIV to the 2002 flood of the Yodo River using a helicopter mounted high density video camera
    • Fujita, I.; Kunita, Y. Application of aerial LSPIV to the 2002 flood of the Yodo River using a helicopter mounted high density video camera. J. Hydro-Environ. Res. 2011, 5, 323-331
    • (2011) J. Hydro-Environ. Res , vol.5 , pp. 323-331
    • Fujita, I.1    Kunita, Y.2
  • 143
    • 84945488388 scopus 로고    scopus 로고
    • A low-cost airborne velocimetry system: Proof of concept
    • Detert, M.; Weitbrecht, V. A low-cost airborne velocimetry system: Proof of concept. J. Hydraul. Res. 2015, 53, 532-539
    • (2015) J. Hydraul. Res , vol.53 , pp. 532-539
    • Detert, M.1    Weitbrecht, V.2
  • 145
    • 84975789240 scopus 로고    scopus 로고
    • Surface flow measurements from drones
    • Tauro, F.; Porfiri, M.; Grimaldi, S. Surface flow measurements from drones. J. Hydrol. 2016, 540, 240-245
    • (2016) J. Hydrol , vol.540 , pp. 240-245
    • Tauro, F.1    Porfiri, M.2    Grimaldi, S.3
  • 146
    • 84949294106 scopus 로고    scopus 로고
    • Assessment of drone-based surface flow observations
    • Tauro, F.; Petroselli, A.; Arcangeletti, E. Assessment of drone-based surface flow observations. Hydrol. Process. 2016, 30, 1114-1130
    • (2016) Hydrol. Process , vol.30 , pp. 1114-1130
    • Tauro, F.1    Petroselli, A.2    Arcangeletti, E.3
  • 147
    • 85040808022 scopus 로고    scopus 로고
    • Streamflow observations from cameras: Large Scale Particle Image Velocimetry of Particle Tracking Velocimetry?
    • Tauro, F.; Piscopia, R.; Grimaldi, S. Streamflow observations from cameras: Large Scale Particle Image Velocimetry of Particle Tracking Velocimetry? Water Resour. Res. 2018, 53, 10374-10394
    • (2018) Water Resour. Res , vol.53 , pp. 10374-10394
    • Tauro, F.1    Piscopia, R.2    Grimaldi, S.3
  • 148
    • 4344637231 scopus 로고    scopus 로고
    • Application of Remote Sensing in Flood Management with Special Reference to Monsoon Asia: A Review
    • Sanyal, J.; Lu, X.X. Application of Remote Sensing in Flood Management with Special Reference to Monsoon Asia: A Review. Na. Hazards 2004, 33, 283-301
    • (2004) Na. Hazards , vol.33 , pp. 283-301
    • Sanyal, J.1    Lu, X.X.2
  • 149
    • 84991080334 scopus 로고    scopus 로고
    • Technical Note: Advances in flash flood monitoring using unmanned aerial vehicles (UAVs)
    • Perks, M.T.; Russell, A.J.; Large, A.R.G. Technical Note: Advances in flash flood monitoring using unmanned aerial vehicles (UAVs). Hydrol. Earth Syst. Sci. 2016, 20, 4005-4015
    • (2016) Hydrol. Earth Syst. Sci , vol.20 , pp. 4005-4015
    • Perks, M.T.1    Russell, A.J.2    Large, A.R.G.3
  • 150
    • 85013244012 scopus 로고    scopus 로고
    • Automated extraction of free surface topography using SfM-MVS photogrammetry
    • Ferreira, E.; Chandler, J.;Wackrow, R.; Shiono, K. Automated extraction of free surface topography using SfM-MVS photogrammetry. Flow Meas. Instrum. 2017, 54, 243-249
    • (2017) Flow Meas. Instrum , vol.54 , pp. 243-249
    • Ferreira, E.1    Chandler, J.2    Wackrow, R.3    Shiono, K.4
  • 151
    • 85032924000 scopus 로고    scopus 로고
    • Water level observations from unmanned aerial vehicles for improving estimates of surface water-groundwater interaction
    • Bandini, F.; Butts, M.; Jacobsen Torsten, V.; Bauer-Gottwein, P. Water level observations from unmanned aerial vehicles for improving estimates of surface water-groundwater interaction. Hydrol. Process. 2017, 31, 4371-4383
    • (2017) Hydrol. Process , vol.31 , pp. 4371-4383
    • Bandini, F.1    Butts, M.2    Jacobsen Torsten, V.3    Bauer-Gottwein, P.4
  • 152
    • 85015632914 scopus 로고    scopus 로고
    • Proof-of-concept for low-cost and non-contact synoptic airborne river flow measurements
    • Detert, M.; Johnson, E.D.;Weitbrecht, V. Proof-of-concept for low-cost and non-contact synoptic airborne river flow measurements. Int. J. Remote Sens. 2017, 38, 2780-2807
    • (2017) Int. J. Remote Sens , vol.38 , pp. 2780-2807
    • Detert, M.1    Johnson, E.D.2    Weitbrecht, V.3
  • 153
    • 84920088669 scopus 로고    scopus 로고
    • Remote sensing of submerged aquatic vegetation in a shallow non-turbid river using an unmanned aerial vehicle
    • Flynn, K.F.; Chapra, S.C. Remote sensing of submerged aquatic vegetation in a shallow non-turbid river using an unmanned aerial vehicle. Remote Sens. 2014, 6, 12815-12836
    • (2014) Remote Sens , vol.6 , pp. 12815-12836
    • Flynn, K.F.1    Chapra, S.C.2
  • 154
    • 84940913617 scopus 로고    scopus 로고
    • Coastal and Environmental Remote Sensing from Unmanned Aerial Vehicles: An Overview
    • Klemas, V.V. Coastal and Environmental Remote Sensing from Unmanned Aerial Vehicles: An Overview. J. Coast. Res. 2015, 31, 1260-1267
    • (2015) J. Coast. Res , vol.31 , pp. 1260-1267
    • Klemas, V.V.1
  • 155
    • 85021115181 scopus 로고    scopus 로고
    • Monitoring tropical debris-covered glacier dynamics from high-resolution unmanned aerial vehicle photogrammetry, Cordillera Blanca, Peru
    • Wigmore, O.; Bryan, M. Monitoring tropical debris-covered glacier dynamics from high-resolution unmanned aerial vehicle photogrammetry, Cordillera Blanca, Peru. Cryosphere 2017, 11, 2463-2480
    • (2017) Cryosphere , vol.11 , pp. 2463-2480
    • Wigmore, O.1    Bryan, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.