Herbicide Ballistic Technology for Unmanned Aircraft Systems

Miconia is a highly invasive plant species with incipient plants occupying remote areas of Hawaiian watersheds. Management of these incipient plants is integral to current containment strategies. Herbicide Ballistic Technology (HBT) has been used for 8 years from helicopters as a precision approach...

Full description

Saved in:
Bibliographic Details
Published inRobotics (Basel) Vol. 11; no. 1; p. 22
Main Authors Rodriguez, Roberto, Leary, James J. K., Jenkins, Daniel M.
Format Journal Article
LanguageEnglish
Published Basel MDPI AG 01.02.2022
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Miconia is a highly invasive plant species with incipient plants occupying remote areas of Hawaiian watersheds. Management of these incipient plants is integral to current containment strategies. Herbicide Ballistic Technology (HBT) has been used for 8 years from helicopters as a precision approach to target individual plants. We have developed a prototype HBT applicator integrated onto an unmanned aircraft system, HBT-UAS, which offers the same precision approach with a semi-automated flight plan. Inclusion of the HBT payload resulted in statistically significant deviations from programmed flight plans compared to the unencumbered UAS, but the effect size was lower than that observed for different stages of flight. The additional payload of the HBT-UAS resulted in a large reduction in available flight time resulting a limited range of 22 m. The projectile spread of the HBT-UAS, within a 2–10 m range, had a maximum CEP of 1.87–5.58 cm. The most substantial limitation of the current prototype HBT-UAS is the available flight time. The use of larger capacity UAS and potential for beyond visual line of sight operations would result in a substantial improvement in the serviceable area and utility of the HBT-UAS for containment of invasive plants.
AbstractList Miconia is a highly invasive plant species with incipient plants occupying remote areas of Hawaiian watersheds. Management of these incipient plants is integral to current containment strategies. Herbicide Ballistic Technology (HBT) has been used for 8 years from helicopters as a precision approach to target individual plants. We have developed a prototype HBT applicator integrated onto an unmanned aircraft system, HBT-UAS, which offers the same precision approach with a semi-automated flight plan. Inclusion of the HBT payload resulted in statistically significant deviations from programmed flight plans compared to the unencumbered UAS, but the effect size was lower than that observed for different stages of flight. The additional payload of the HBT-UAS resulted in a large reduction in available flight time resulting a limited range of 22 m. The projectile spread of the HBT-UAS, within a 2–10 m range, had a maximum CEP of 1.87–5.58 cm. The most substantial limitation of the current prototype HBT-UAS is the available flight time. The use of larger capacity UAS and potential for beyond visual line of sight operations would result in a substantial improvement in the serviceable area and utility of the HBT-UAS for containment of invasive plants.
Author Jenkins, Daniel M.
Leary, James J. K.
Rodriguez, Roberto
Author_xml – sequence: 1
  givenname: Roberto
  orcidid: 0000-0001-7454-2863
  surname: Rodriguez
  fullname: Rodriguez, Roberto
– sequence: 2
  givenname: James J. K.
  surname: Leary
  fullname: Leary, James J. K.
– sequence: 3
  givenname: Daniel M.
  orcidid: 0000-0003-1616-0845
  surname: Jenkins
  fullname: Jenkins, Daniel M.
BookMark eNpdkEFLAzEQhYNUsNbePS54Xs1kdtMEvNRibaHgwfYcskm2btluarI99N8brYg4DMwwPL73mGsy6HznCLkFeo8o6UPwle8bEwEoUMrYBRkyBiLnpYDBn_2KjGPc0VQSUHAYkseFC1VjGuuyJ922TUyYbO3Me-dbvz1ltQ_ZptvrrnM2mzbBBF332dsp9m4fb8hlrdvoxj9zRDbz5_Vska9eX5az6So3OJF9ziynXDqo0VrKy1pIUUkuUlLDBXfcgeAUwJalZIipSyYpGihZwaSWFY7I8sy1Xu_UITR7HU7K60Z9H3zYKh1S8NYpi4WUUFJJi7pATQVOCkBtiwlHBxYS6-7MOgT_cXSxVzt_DF2KrxjHZC8EsKSiZ5UJPsbg6l9XoOrr5er_y_ETD2Jzmw
CitedBy_id crossref_primary_10_3390_agriengineering6010028
crossref_primary_10_3390_eng4010058
crossref_primary_10_1017_wet_2023_32
Cites_doi 10.1093/conphys/cou016
10.1080/01431161.2017.1338839
10.3390/drones4020016
10.1016/j.compag.2020.105350
10.3390/rs12111846
10.13031/trans.14331
10.3390/rs13173503
10.1109/ICEPDS.2018.8571665
10.1088/0031-8949/88/01/018101
10.1614/IPSM-D-12-00026.1
10.1111/j.1365-2699.1996.tb00038.x
10.1002/aepp.13178
10.1111/mam.12046
10.21236/ADA473706
10.3390/rs11070800
10.1201/9780429347498-5
10.1007/s11119-019-09665-7
10.3390/rs13101975
10.1002/ps.6540
10.2984/69.4.1
10.1002/ps.5321
10.1614/IPSM-D-13-00059.1
10.1038/s41592-019-0686-2
10.5558/tfc2017-012
10.1017/aer.2018.14
10.1007/978-3-030-83144-8
10.1111/j.1744-7429.1998.tb00101.x
10.1080/01431161.2017.1297548
10.1002/ps.5651
10.1890/12-2253.1
10.1109/MWC.2019.1800570
10.1016/j.scitotenv.2020.139793
10.1119/1.3644253
10.1038/s41559-017-0186
10.3390/rs10010024
10.1016/j.isprsjprs.2017.01.018
10.1109/ICNSURV.2019.8735246
10.1371/journal.pone.0249436
10.13031/trans.13724
ContentType Journal Article
Copyright 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml – notice: 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID AAYXX
CITATION
3V.
7QF
7QQ
7SC
7SE
7SP
7SR
7TA
7TB
7U5
7XB
8AL
8BQ
8FD
8FE
8FG
8FK
ABJCF
ABUWG
AFKRA
ARAPS
AZQEC
BENPR
BGLVJ
CCPQU
DWQXO
F28
FR3
GNUQQ
H8D
H8G
HCIFZ
JG9
JQ2
K7-
KR7
L6V
L7M
L~C
L~D
M0N
M7S
P5Z
P62
PIMPY
PQEST
PQQKQ
PQUKI
PRINS
PTHSS
Q9U
DOA
DOI 10.3390/robotics11010022
DatabaseName CrossRef
ProQuest Central (Corporate)
Aluminium Industry Abstracts
Ceramic Abstracts
Computer and Information Systems Abstracts
Corrosion Abstracts
Electronics & Communications Abstracts
Engineered Materials Abstracts
Materials Business File
Mechanical & Transportation Engineering Abstracts
Solid State and Superconductivity Abstracts
ProQuest Central (purchase pre-March 2016)
Computing Database (Alumni Edition)
METADEX
Technology Research Database
ProQuest SciTech Collection
ProQuest Technology Collection
ProQuest Central (Alumni) (purchase pre-March 2016)
Materials Science & Engineering Database (Proquest)
ProQuest Central (Alumni)
ProQuest Central
Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
ProQuest Central
Technology Collection
ProQuest One Community College
ProQuest Central
ANTE: Abstracts in New Technology & Engineering
Engineering Research Database
ProQuest Central Student
Aerospace Database
Copper Technical Reference Library
SciTech Premium Collection
Materials Research Database
ProQuest Computer Science Collection
Computer Science Database
Civil Engineering Abstracts
ProQuest Engineering Collection
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
Computing Database
Engineering Database
Advanced Technologies & Aerospace Database
ProQuest Advanced Technologies & Aerospace Collection
Publicly Available Content Database
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
Engineering Collection
ProQuest Central Basic
Directory of Open Access Journals
DatabaseTitle CrossRef
Publicly Available Content Database
Materials Research Database
Computer Science Database
ProQuest Central Student
Technology Collection
Technology Research Database
Computer and Information Systems Abstracts – Academic
Mechanical & Transportation Engineering Abstracts
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
ProQuest Computer Science Collection
Computer and Information Systems Abstracts
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest Central China
Materials Business File
ProQuest Central
Aerospace Database
Copper Technical Reference Library
Engineered Materials Abstracts
ProQuest Engineering Collection
ProQuest Central Korea
Advanced Technologies Database with Aerospace
Engineering Collection
ANTE: Abstracts in New Technology & Engineering
Advanced Technologies & Aerospace Collection
Civil Engineering Abstracts
ProQuest Computing
Engineering Database
Aluminium Industry Abstracts
ProQuest Central Basic
ProQuest Computing (Alumni Edition)
ProQuest One Academic Eastern Edition
Electronics & Communications Abstracts
ProQuest Technology Collection
Ceramic Abstracts
ProQuest SciTech Collection
METADEX
Computer and Information Systems Abstracts Professional
Advanced Technologies & Aerospace Database
ProQuest One Academic UKI Edition
Materials Science & Engineering Collection
Solid State and Superconductivity Abstracts
Engineering Research Database
ProQuest One Academic
Corrosion Abstracts
ProQuest Central (Alumni)
DatabaseTitleList Publicly Available Content Database
CrossRef

Database_xml – sequence: 1
  dbid: DOA
  name: Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: 8FG
  name: ProQuest Technology Collection
  url: https://search.proquest.com/technologycollection1
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 2218-6581
ExternalDocumentID oai_doaj_org_article_d3499150904f43a0837413ad4763e1d1
10_3390_robotics11010022
GeographicLocations Hawaii
United States--US
GeographicLocations_xml – name: Hawaii
– name: United States--US
GroupedDBID 3V.
5VS
8FE
8FG
AAYXX
ABJCF
ABUWG
ADBBV
AFKRA
ALMA_UNASSIGNED_HOLDINGS
ARAPS
AZQEC
BCNDV
BENPR
BGLVJ
BPHCQ
CCPQU
CITATION
DWQXO
GNUQQ
GROUPED_DOAJ
HCIFZ
IAO
K6V
K7-
KQ8
L6V
M0N
M7S
MODMG
M~E
OK1
P62
PIMPY
PQQKQ
PROAC
PTHSS
RIG
7QF
7QQ
7SC
7SE
7SP
7SR
7TA
7TB
7U5
7XB
8AL
8BQ
8FD
8FK
F28
FR3
H8D
H8G
JG9
JQ2
KR7
L7M
L~C
L~D
PQEST
PQUKI
PRINS
Q9U
ID FETCH-LOGICAL-c379t-2d6069e1f3dd065f898b968100c686e6e186011d55923323352903c152429a9b3
IEDL.DBID DOA
ISSN 2218-6581
IngestDate Thu Jul 04 21:10:27 EDT 2024
Thu Oct 10 15:35:35 EDT 2024
Wed Jul 31 12:47:54 EDT 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c379t-2d6069e1f3dd065f898b968100c686e6e186011d55923323352903c152429a9b3
ORCID 0000-0001-7454-2863
0000-0003-1616-0845
OpenAccessLink https://doaj.org/article/d3499150904f43a0837413ad4763e1d1
PQID 2633328812
PQPubID 2032334
ParticipantIDs doaj_primary_oai_doaj_org_article_d3499150904f43a0837413ad4763e1d1
proquest_journals_2633328812
crossref_primary_10_3390_robotics11010022
PublicationCentury 2000
PublicationDate 2022-02-01
PublicationDateYYYYMMDD 2022-02-01
PublicationDate_xml – month: 02
  year: 2022
  text: 2022-02-01
  day: 01
PublicationDecade 2020
PublicationPlace Basel
PublicationPlace_xml – name: Basel
PublicationTitle Robotics (Basel)
PublicationYear 2022
Publisher MDPI AG
Publisher_xml – name: MDPI AG
References ref_50
(ref_29) 2020; 21
Hunter (ref_35) 2020; 76
Leary (ref_38) 2013; 6
ref_14
ref_12
ref_55
ref_53
ref_52
Cavaleri (ref_4) 2014; 2
ref_19
ref_17
Giles (ref_26) 2015; 44
ref_16
Hughes (ref_3) 2014; 24
ref_15
Linchant (ref_10) 2015; 45
He (ref_28) 2017; 44
ref_23
ref_22
Li (ref_27) 2021; 77
ref_20
Richardson (ref_37) 2020; 63
Virtanen (ref_43) 2020; 17
Giles (ref_25) 2014; 122
Perroy (ref_13) 2017; 125
Kato (ref_54) 2019; 26
Rodriguez (ref_21) 2021; 64
Wang (ref_32) 2019; 75
ref_36
McAree (ref_51) 2018; 122
Zheng (ref_34) 2017; 10
Goodbody (ref_9) 2017; 93
Leary (ref_39) 2014; 7
Loope (ref_5) 1992; 46
Meyer (ref_6) 1996; 23
Dawson (ref_1) 2017; 1
Ahmad (ref_24) 2020; 172
Qin (ref_31) 2018; 11
Wang (ref_33) 2020; 737
Robinson (ref_42) 2013; 88
Trauernicht (ref_2) 2015; 69
ref_47
ref_46
ref_45
ref_44
ref_40
Meyer (ref_7) 1998; 30
Zhang (ref_30) 2016; 33
Yilmaz (ref_18) 2016; 2
ref_49
ref_48
Bonnet (ref_8) 2017; 38
Vanko (ref_11) 2017; 38
Rohrbach (ref_41) 2012; 80
References_xml – volume: 2
  start-page: cou016
  year: 2014
  ident: ref_4
  article-title: Native trees show conservative water use relative to invasive trees: Results from a removal experiment in a Hawaiian Wet Forest
  publication-title: Conserv. Physiol.
  doi: 10.1093/conphys/cou016
  contributor:
    fullname: Cavaleri
– volume: 38
  start-page: 5310
  year: 2017
  ident: ref_8
  article-title: Comparison of UAS photogrammetric products for tree detection and characterization of coniferous stands
  publication-title: Int. J. Remote Sens.
  doi: 10.1080/01431161.2017.1338839
  contributor:
    fullname: Bonnet
– ident: ref_55
– volume: 122
  start-page: 63
  year: 2014
  ident: ref_25
  article-title: Unmanned aerial platforms for spraying: Deployment and performance
  publication-title: Asp. Appl. Biol.
  contributor:
    fullname: Giles
– ident: ref_52
  doi: 10.3390/drones4020016
– volume: 172
  start-page: 105350
  year: 2020
  ident: ref_24
  article-title: Effect of operational parameters of UAV sprayer on spray deposition pattern in target and off-target zones during outer field weed control application
  publication-title: Comput. Electron. Agric.
  doi: 10.1016/j.compag.2020.105350
  contributor:
    fullname: Ahmad
– ident: ref_14
  doi: 10.3390/rs12111846
– volume: 64
  start-page: 1475
  year: 2021
  ident: ref_21
  article-title: Perspective: Agricultural aerial application with unmanned aircraft systems: Current regulatory framework and analysis of operators in the United States
  publication-title: Trans. ASABE
  doi: 10.13031/trans.14331
  contributor:
    fullname: Rodriguez
– volume: 2
  start-page: 35
  year: 2016
  ident: ref_18
  article-title: Using UAS-based point clouds to generate high resolution digital terrain model for forestry research and applications
  publication-title: Eur. J. For. Eng.
  contributor:
    fullname: Yilmaz
– volume: 44
  start-page: 307
  year: 2015
  ident: ref_26
  article-title: Deployment and performance of a UAV for crop spraying
  publication-title: Chem. Eng. Trans.
  contributor:
    fullname: Giles
– ident: ref_15
  doi: 10.3390/rs13173503
– ident: ref_50
  doi: 10.1109/ICEPDS.2018.8571665
– volume: 88
  start-page: 18101
  year: 2013
  ident: ref_42
  article-title: The motion of an arbitrarily rotating spherical projectile and its application to ball games
  publication-title: Phys. Scr.
  doi: 10.1088/0031-8949/88/01/018101
  contributor:
    fullname: Robinson
– volume: 6
  start-page: 292
  year: 2013
  ident: ref_38
  article-title: Calibration of an herbicide ballistic technology (HBT) helicopter platform targeting Miconia Calvescens in Hawaii
  publication-title: Invasive Plant Sci. Manag.
  doi: 10.1614/IPSM-D-12-00026.1
  contributor:
    fullname: Leary
– volume: 46
  start-page: 390
  year: 1992
  ident: ref_5
  article-title: Miconia calvescens: A threat to native forests of the Hawaiian Islands
  publication-title: Pac. Sci.
  contributor:
    fullname: Loope
– volume: 23
  start-page: 775
  year: 1996
  ident: ref_6
  article-title: Tahiti’s native flora endangered by the invasion of Miconia Calvescens DC. (Melastomataceae)
  publication-title: J. Biogeogr.
  doi: 10.1111/j.1365-2699.1996.tb00038.x
  contributor:
    fullname: Meyer
– ident: ref_23
  doi: 10.1002/aepp.13178
– ident: ref_45
– volume: 45
  start-page: 239
  year: 2015
  ident: ref_10
  article-title: Are unmanned aircraft systems (UASs) the future of wildlife monitoring? A review of accomplishments and challenges
  publication-title: Mammal Rev.
  doi: 10.1111/mam.12046
  contributor:
    fullname: Linchant
– ident: ref_46
  doi: 10.21236/ADA473706
– ident: ref_20
– ident: ref_16
  doi: 10.3390/rs11070800
– ident: ref_22
  doi: 10.1201/9780429347498-5
– volume: 21
  start-page: 226
  year: 2020
  ident: ref_29
  article-title: Spray and economics assessment of a UAV-based ultra-low-volume application in olive and citrus orchards
  publication-title: Precis. Agric.
  doi: 10.1007/s11119-019-09665-7
– ident: ref_17
  doi: 10.3390/rs13101975
– volume: 77
  start-page: 4980
  year: 2021
  ident: ref_27
  article-title: Comparison of UAV and fixed-wing aerial application for alfalfa insect pest control: Evaluating efficacy, residues, and spray quality
  publication-title: Pest Manag. Sci.
  doi: 10.1002/ps.6540
  contributor:
    fullname: Li
– ident: ref_47
– volume: 69
  start-page: 427
  year: 2015
  ident: ref_2
  article-title: The contemporary scale and context of wildfire in Hawai’i
  publication-title: Pac. Sci.
  doi: 10.2984/69.4.1
  contributor:
    fullname: Trauernicht
– volume: 75
  start-page: 1546
  year: 2019
  ident: ref_32
  article-title: Field evaluation of an unmanned aerial vehicle (UAV) sprayer: Effect of spray volume on deposition and the control of pests and disease in wheat
  publication-title: Pest Manag. Sci.
  doi: 10.1002/ps.5321
  contributor:
    fullname: Wang
– volume: 7
  start-page: 164
  year: 2014
  ident: ref_39
  article-title: Reducing nascent miconia (Miconia Calvescens) patches with an accelerated intervention strategy utilizing herbicide ballistic technology
  publication-title: Invasive Plant Sci. Manag.
  doi: 10.1614/IPSM-D-13-00059.1
  contributor:
    fullname: Leary
– ident: ref_40
– volume: 17
  start-page: 261
  year: 2020
  ident: ref_43
  article-title: SciPy 1.0: Fundamental algorithms for scientific computing in Python
  publication-title: Nat. Methods
  doi: 10.1038/s41592-019-0686-2
  contributor:
    fullname: Virtanen
– volume: 93
  start-page: 71
  year: 2017
  ident: ref_9
  article-title: Unmanned aerial systems for precision forest inventory purposes: A review and case study
  publication-title: For. Chron.
  doi: 10.5558/tfc2017-012
  contributor:
    fullname: Goodbody
– volume: 122
  start-page: 733
  year: 2018
  ident: ref_51
  article-title: Quantifying situation awareness for small, unmanned aircraft: Towards routine beyond visual line of sight operations
  publication-title: Aeronaut. J.
  doi: 10.1017/aer.2018.14
  contributor:
    fullname: McAree
– ident: ref_44
– ident: ref_49
  doi: 10.1007/978-3-030-83144-8
– volume: 30
  start-page: 609
  year: 1998
  ident: ref_7
  article-title: Observations on the reproductive biology of Miconia Calvescens DC (Melastomataceae), an alien invasive tree on the Island of Tahiti (South Pacific Ocean)
  publication-title: Biotropica
  doi: 10.1111/j.1744-7429.1998.tb00101.x
  contributor:
    fullname: Meyer
– volume: 38
  start-page: 2349
  year: 2017
  ident: ref_11
  article-title: UAS, sensors, and data processing in agroforestry: A review towards practical applications
  publication-title: Int. J. Remote Sens.
  doi: 10.1080/01431161.2017.1297548
  contributor:
    fullname: Vanko
– volume: 76
  start-page: 1386
  year: 2020
  ident: ref_35
  article-title: Integration of remote-weed mapping and an autonomous spraying unmanned aerial vehicle for site-specific weed management
  publication-title: Pest Manag. Sci.
  doi: 10.1002/ps.5651
  contributor:
    fullname: Hunter
– volume: 24
  start-page: 716
  year: 2014
  ident: ref_3
  article-title: Carbon storage landscapes of lowland Hawaii: The role of native and invasive species through space and time
  publication-title: Ecol. Appl.
  doi: 10.1890/12-2253.1
  contributor:
    fullname: Hughes
– volume: 26
  start-page: 149
  year: 2019
  ident: ref_54
  article-title: Location awareness system for drones flying beyond visual line of sight exploiting the 400 MHz frequency band
  publication-title: IEEE Wirel. Commun.
  doi: 10.1109/MWC.2019.1800570
  contributor:
    fullname: Kato
– volume: 737
  start-page: 139793
  year: 2020
  ident: ref_33
  article-title: Field evaluation of spray drift and environmental impact using an agricultural unmanned aerial vehicle (UAV) sprayer
  publication-title: Sci. Total Environ.
  doi: 10.1016/j.scitotenv.2020.139793
  contributor:
    fullname: Wang
– volume: 80
  start-page: 24
  year: 2012
  ident: ref_41
  article-title: Modeling the exit velocity of a compressed air cannon
  publication-title: Am. J. Phys.
  doi: 10.1119/1.3644253
  contributor:
    fullname: Rohrbach
– volume: 1
  start-page: 1
  year: 2017
  ident: ref_1
  article-title: Global hotspots and correlates of alien species richness across taxonomic groups
  publication-title: Nat. Ecol. Evol.
  doi: 10.1038/s41559-017-0186
  contributor:
    fullname: Dawson
– ident: ref_12
  doi: 10.3390/rs10010024
– volume: 125
  start-page: 174
  year: 2017
  ident: ref_13
  article-title: Assessing the impacts of canopy openness and flight parameters on detecting a sub-canopy tropical invasive plant using a small unmanned aerial system
  publication-title: ISPRS J. Photogramm. Remote Sens.
  doi: 10.1016/j.isprsjprs.2017.01.018
  contributor:
    fullname: Perroy
– volume: 10
  start-page: 57
  year: 2017
  ident: ref_34
  article-title: Modelling operation parameters of UAV on spray effects at different growth stages of corns
  publication-title: Int. J. Agric. Biol. Eng.
  contributor:
    fullname: Zheng
– ident: ref_53
  doi: 10.1109/ICNSURV.2019.8735246
– ident: ref_36
  doi: 10.1371/journal.pone.0249436
– volume: 11
  start-page: 27
  year: 2018
  ident: ref_31
  article-title: Droplet deposition and efficiency of fungicides sprayed with small UAV against wheat powdery mildew
  publication-title: Int. J. Agric. Biol. Eng.
  contributor:
    fullname: Qin
– ident: ref_19
– volume: 63
  start-page: 1049
  year: 2020
  ident: ref_37
  article-title: Quantifying spray deposition from a UAV configured for spot spray applications to individual plants
  publication-title: Trans. ASABE
  doi: 10.13031/trans.13724
  contributor:
    fullname: Richardson
– ident: ref_48
  doi: 10.1007/978-3-030-83144-8
– volume: 33
  start-page: 34
  year: 2016
  ident: ref_30
  article-title: Evaluation of spraying effect using small unmanned aerial vehicle (UAV) in citrus orchard
  publication-title: J. Fruit Sci.
  contributor:
    fullname: Zhang
– volume: 44
  start-page: 1046
  year: 2017
  ident: ref_28
  article-title: Influences of spray adjuvants and spray volume on the droplet deposition distribution with unmanned aerial vehicle (UAV) spraying on rice
  publication-title: J. Plant Prot.
  contributor:
    fullname: He
SSID ssj0000913861
Score 2.248998
Snippet Miconia is a highly invasive plant species with incipient plants occupying remote areas of Hawaiian watersheds. Management of these incipient plants is...
SourceID doaj
proquest
crossref
SourceType Open Website
Aggregation Database
StartPage 22
SubjectTerms Accuracy
aerial application
Aircraft
Automation
Aviation
Cameras
Containment
Flight plans
Flight time
Ground stations
Helicopters
Herbicides
Pesticides
precision application
Projectiles
Prototypes
Strategic management
Surveillance
Transmitters
Unmanned aircraft
unmanned aircraft system
Watersheds
SummonAdditionalLinks – databaseName: ProQuest Technology Collection
  dbid: 8FG
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1LS8NAEF60XvQgPrFaJQcvHkKzj2yzIEgr1iLoyUJvYZ9SqElN4_93Nt22PsBrktO3m5nvm935BqHrVCjHNXUxpjaJmeE0FipLIRhqqkD4MM58c_LzCx-N2dMknYSC2yJcq1zFxCZQm1L7GnmXcEopySAf3c0_Yj81yp-uhhEa22gHeyc83yk-fFzXWLznZcbx8nSSgrrvVqUqvf0xJD3vPUp-ZKPGtP9PTG4SzfAA7QeGGPWXS3qItmxxhPa--QYeo9sRgDHVU2OjgZzNGq_laFMkj4CIRuPiXfoYGvWnla6kq6NgTn6CxsOH1_tRHMYgxJr2RB0TAyJDWOyoMUAYXCYyJbyNWKJ5xi23OANVhQ1oAwIQ-SYqkVANiRlyjRSKnqJWURb2DEXAdYgzXPEeTRmRRirFhHZEqsxp3lNtdLOCI58v3S5yUAkeuvw3dG008Hitv_M-1c2DsnrLw7bPDQVFBZxTJMwxKoHvAYOh0jAIaxYb3EadFdp5-HkW-Wapz_9_fYF2ie9GaC5Rd1Crrj7tJXCEWl01G-ELKDa5eQ
  priority: 102
  providerName: ProQuest
Title Herbicide Ballistic Technology for Unmanned Aircraft Systems
URI https://www.proquest.com/docview/2633328812
https://doaj.org/article/d3499150904f43a0837413ad4763e1d1
Volume 11
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1NS8NAFFy0XvQgfmK1lhy8eAht9m22u-ClldYiWEQs9Bb2Ewo1lRr_v2-TVKsevHgNgSSz2Tczyb5ZQq5SqT034OMEXDdmlkMstUixGBrQaHwYZ6E5-WHCx1N2P0tnG1t9hTVhVTxwBVzHAmpyVC2yyzwDhYoBORCUZTgxXGIr45OkG2aqrMEyAcGT6r8koK_vrJZ6GYKPke5C6ij9xkNlXP-valxSzOiA7NfaMOpX93RItlx-RPY2EgOPyc0YYZibuXXRQC0WZcpy9PV5PEIJGk3zFxWqZ9Sfr8xK-SKqY8lPyHQ0fL4dx_UGCLGBnixiatFeSJd4sBalghdSaBkCxLqGC-64SwT6qcSiK6AANLRPyS4YpGRkGSU1nJJGvszdGYlQ5VBvueY9SBlVVmnNpPFUaeEN7-kmuV7Dkb1WORcZ-oMAXfYTuiYZBLw-zwsJ1eUBHLesHrfsr3FrktYa7ayeNm8Z5YDPIVB0nP_HNS7ILg3dCuUi6xZpFKt3d4kaotBtsi1Gd22yMxhOHp_a5cvzAb_Mwqw
link.rule.ids 315,786,790,870,2115,12792,21416,27955,27956,33406,33777,43633,43838,74390,74657
linkProvider Directory of Open Access Journals
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1LSwMxEB60HtSD-MRq1T148bDYTdI0AUFaUeqriFjwtuQphdrVtf5_J9vUJ3jd3dOX7Mz3TTLfABy2pPbcUJ9m1DVTZjlNpRYtDIaGahQ-jLPQnHzb570Bu3psPcaC21u8VjmLiVWgtoUJNfJjwimlRGA-On15TcPUqHC6GkdozMNCsNwUNVjonvfv7j-rLMH1UvBsej5JUd8fl4UuggEypr3gPkp-5KPKtv9PVK5SzcUqrESOmHSmi7oGc268DsvfnAM34KSHcAzN0Lqkq0ajym05-SqTJ0hFk8H4WYUomnSGpSmVnyTRnnwTBhfnD2e9NA5CSA1ty0lKLMoM6TJPrUXK4IUUWgYjsabhgjvuMoG6KrOoDgiCFNqoZJMaTM2YbZTUdAtq42LstiFBtkO85Zq3aYsRZZXWTBpPlBbe8Lauw9EMjvxl6neRo04I0OW_oatDN-D1-V1wqq4eFOVTHjd-bilqKmSdssk8owoZH3IYqizDwOYym9WhMUM7j7_PW_612Dv_vz6Axd7D7U1-c9m_3oUlEnoTqivVDahNyne3h4xhovfjtvgAQ7m90A
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1LTwIxEG4UE6MH4zOiqHvw4mED25bSJiYGVMQX8SAJt02fhgRZXPD_O10K-Ei8bvf0tZ35ZjrzDULndaEc08TFCbG1mBpGYqF4HYyhJgoCH8qob05-7rJOjz706_1Q_zQJZZVzm1gYapNpnyOvYkYIwRz8UdWFsoiXm_bV-CP2E6T8S2sYp7GK1jzJ9mMcePtukW_x-pecJbOXSgLr1TxTmZdCBgfodUjxD89UCPj_sc-F02lvo63AFqPmbHt30Iod7aLNbxqCe-iyA8AM9MDYqCWHw0J3OVomzCMgpVFv9C69PY2ag1zn0k2jIFS-j3rt29frThxGIsSaNMQ0xgYCDmETR4wB8uC44Ep4SbGaZpxZZhMOEVZiIE7AAJdvqBI1osFJg9-RQpEDVBplI3uIIuA92BmmWIPUKZZGKkWFdlgq7jRrqDK6mMORjmfKFylEDB669Dd0ZdTyeC3-85rVxYcsf0vDFUgNgegK-KeoUUeJBO4HbIZIQ8HE2cQkZVSZo52GizRJl9t-9P_yGVqH85A-3Xcfj9EG9k0KRW11BZWm-ac9AeowVafFmfgCrvrAlg
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Herbicide+Ballistic+Technology+for+Unmanned+Aircraft+Systems&rft.jtitle=Robotics+%28Basel%29&rft.au=Rodriguez%2C+Roberto&rft.au=Leary%2C+James+J.+K.&rft.au=Jenkins%2C+Daniel+M.&rft.date=2022-02-01&rft.issn=2218-6581&rft.eissn=2218-6581&rft.volume=11&rft.issue=1&rft.spage=22&rft_id=info:doi/10.3390%2Frobotics11010022&rft.externalDBID=n%2Fa&rft.externalDocID=10_3390_robotics11010022
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2218-6581&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2218-6581&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2218-6581&client=summon