Reduction of pesticide application via real-time precision spraying

Farmers focus on reducing the cost of production and aim to increase profit. The objective of this study was to quantify the reduction of pesticides applied to soybean ( Glycine max (L.) Merrill) and maize ( Zea mays L.) crops in several stages of the production cycle using a site-specific spraying...

Full description

Saved in:
Bibliographic Details
Published inScientific reports Vol. 12; no. 1; pp. 5638 - 12
Main Authors Zanin, Alex Rogers Aguiar, Neves, Danilo Carvalho, Teodoro, Larissa Pereira Ribeiro, da Silva Júnior, Carlos Antonio, da Silva, Simone Pereira, Teodoro, Paulo Eduardo, Baio, Fábio Henrique Rojo
Format Journal Article
LanguageEnglish
Published London Nature Publishing Group UK 04.04.2022
Nature Publishing Group
Nature Portfolio
Subjects
Online AccessGet full text
ISSN2045-2322
2045-2322
DOI10.1038/s41598-022-09607-w

Cover

Abstract Farmers focus on reducing the cost of production and aim to increase profit. The objective of this study was to quantify the reduction of pesticides applied to soybean ( Glycine max (L.) Merrill) and maize ( Zea mays L.) crops in several stages of the production cycle using a site-specific spraying application based on real-time sensors in the Brazilian Cerrado region. The sprayers were equipped with a precision spraying control system based on a real-time sensor. The spraying operations were performed not only for herbicide, but also for fungicide and insecticides applications. The maps recorded the percentage of the spray boom when the application was turned on (on/off spray system) with nozzle-to-nozzle control. The precision spraying system based on real-time sensors reduced the volume of pesticides (including herbicides, insecticides, and fungicides) applied to soybean and maize crops. There was a more significant reduction in the volume of pesticides applied post-emergence of the crops in the initial stages of soybean and maize when the crops had less leaf area or less foliage coverage between the rows. The cost reduction achieved using this technology was 2.3 times lower than the cost associated with pesticide application over the entire area using a conventional sprayer. Under the experimental conditions, there were no differences in the average crop yield, compared to the historical productivity of soybean and maize crops by applying this technology because the recommended doses were not affected and the site of application was limited to points where the presence of plants was present was detected.
AbstractList Farmers focus on reducing the cost of production and aim to increase profit. The objective of this study was to quantify the reduction of pesticides applied to soybean (Glycine max (L.) Merrill) and maize (Zea mays L.) crops in several stages of the production cycle using a site-specific spraying application based on real-time sensors in the Brazilian Cerrado region. The sprayers were equipped with a precision spraying control system based on a real-time sensor. The spraying operations were performed not only for herbicide, but also for fungicide and insecticides applications. The maps recorded the percentage of the spray boom when the application was turned on (on/off spray system) with nozzle-to-nozzle control. The precision spraying system based on real-time sensors reduced the volume of pesticides (including herbicides, insecticides, and fungicides) applied to soybean and maize crops. There was a more significant reduction in the volume of pesticides applied post-emergence of the crops in the initial stages of soybean and maize when the crops had less leaf area or less foliage coverage between the rows. The cost reduction achieved using this technology was 2.3 times lower than the cost associated with pesticide application over the entire area using a conventional sprayer. Under the experimental conditions, there were no differences in the average crop yield, compared to the historical productivity of soybean and maize crops by applying this technology because the recommended doses were not affected and the site of application was limited to points where the presence of plants was present was detected.Farmers focus on reducing the cost of production and aim to increase profit. The objective of this study was to quantify the reduction of pesticides applied to soybean (Glycine max (L.) Merrill) and maize (Zea mays L.) crops in several stages of the production cycle using a site-specific spraying application based on real-time sensors in the Brazilian Cerrado region. The sprayers were equipped with a precision spraying control system based on a real-time sensor. The spraying operations were performed not only for herbicide, but also for fungicide and insecticides applications. The maps recorded the percentage of the spray boom when the application was turned on (on/off spray system) with nozzle-to-nozzle control. The precision spraying system based on real-time sensors reduced the volume of pesticides (including herbicides, insecticides, and fungicides) applied to soybean and maize crops. There was a more significant reduction in the volume of pesticides applied post-emergence of the crops in the initial stages of soybean and maize when the crops had less leaf area or less foliage coverage between the rows. The cost reduction achieved using this technology was 2.3 times lower than the cost associated with pesticide application over the entire area using a conventional sprayer. Under the experimental conditions, there were no differences in the average crop yield, compared to the historical productivity of soybean and maize crops by applying this technology because the recommended doses were not affected and the site of application was limited to points where the presence of plants was present was detected.
Farmers focus on reducing the cost of production and aim to increase profit. The objective of this study was to quantify the reduction of pesticides applied to soybean (Glycine max (L.) Merrill) and maize (Zea mays L.) crops in several stages of the production cycle using a site-specific spraying application based on real-time sensors in the Brazilian Cerrado region. The sprayers were equipped with a precision spraying control system based on a real-time sensor. The spraying operations were performed not only for herbicide, but also for fungicide and insecticides applications. The maps recorded the percentage of the spray boom when the application was turned on (on/off spray system) with nozzle-to-nozzle control. The precision spraying system based on real-time sensors reduced the volume of pesticides (including herbicides, insecticides, and fungicides) applied to soybean and maize crops. There was a more significant reduction in the volume of pesticides applied post-emergence of the crops in the initial stages of soybean and maize when the crops had less leaf area or less foliage coverage between the rows. The cost reduction achieved using this technology was 2.3 times lower than the cost associated with pesticide application over the entire area using a conventional sprayer. Under the experimental conditions, there were no differences in the average crop yield, compared to the historical productivity of soybean and maize crops by applying this technology because the recommended doses were not affected and the site of application was limited to points where the presence of plants was present was detected.
Farmers focus on reducing the cost of production and aim to increase profit. The objective of this study was to quantify the reduction of pesticides applied to soybean ( Glycine max (L.) Merrill) and maize ( Zea mays L.) crops in several stages of the production cycle using a site-specific spraying application based on real-time sensors in the Brazilian Cerrado region. The sprayers were equipped with a precision spraying control system based on a real-time sensor. The spraying operations were performed not only for herbicide, but also for fungicide and insecticides applications. The maps recorded the percentage of the spray boom when the application was turned on (on/off spray system) with nozzle-to-nozzle control. The precision spraying system based on real-time sensors reduced the volume of pesticides (including herbicides, insecticides, and fungicides) applied to soybean and maize crops. There was a more significant reduction in the volume of pesticides applied post-emergence of the crops in the initial stages of soybean and maize when the crops had less leaf area or less foliage coverage between the rows. The cost reduction achieved using this technology was 2.3 times lower than the cost associated with pesticide application over the entire area using a conventional sprayer. Under the experimental conditions, there were no differences in the average crop yield, compared to the historical productivity of soybean and maize crops by applying this technology because the recommended doses were not affected and the site of application was limited to points where the presence of plants was present was detected.
Abstract Farmers focus on reducing the cost of production and aim to increase profit. The objective of this study was to quantify the reduction of pesticides applied to soybean (Glycine max (L.) Merrill) and maize (Zea mays L.) crops in several stages of the production cycle using a site-specific spraying application based on real-time sensors in the Brazilian Cerrado region. The sprayers were equipped with a precision spraying control system based on a real-time sensor. The spraying operations were performed not only for herbicide, but also for fungicide and insecticides applications. The maps recorded the percentage of the spray boom when the application was turned on (on/off spray system) with nozzle-to-nozzle control. The precision spraying system based on real-time sensors reduced the volume of pesticides (including herbicides, insecticides, and fungicides) applied to soybean and maize crops. There was a more significant reduction in the volume of pesticides applied post-emergence of the crops in the initial stages of soybean and maize when the crops had less leaf area or less foliage coverage between the rows. The cost reduction achieved using this technology was 2.3 times lower than the cost associated with pesticide application over the entire area using a conventional sprayer. Under the experimental conditions, there were no differences in the average crop yield, compared to the historical productivity of soybean and maize crops by applying this technology because the recommended doses were not affected and the site of application was limited to points where the presence of plants was present was detected.
ArticleNumber 5638
Author Teodoro, Paulo Eduardo
Neves, Danilo Carvalho
Baio, Fábio Henrique Rojo
Zanin, Alex Rogers Aguiar
da Silva, Simone Pereira
da Silva Júnior, Carlos Antonio
Teodoro, Larissa Pereira Ribeiro
Author_xml – sequence: 1
  givenname: Alex Rogers Aguiar
  surname: Zanin
  fullname: Zanin, Alex Rogers Aguiar
  organization: Universidade Federal de Mato Grosso do Sul (UFMS)
– sequence: 2
  givenname: Danilo Carvalho
  surname: Neves
  fullname: Neves, Danilo Carvalho
  organization: Universidade Federal de Mato Grosso do Sul (UFMS)
– sequence: 3
  givenname: Larissa Pereira Ribeiro
  surname: Teodoro
  fullname: Teodoro, Larissa Pereira Ribeiro
  organization: Universidade Federal de Mato Grosso do Sul (UFMS)
– sequence: 4
  givenname: Carlos Antonio
  surname: da Silva Júnior
  fullname: da Silva Júnior, Carlos Antonio
  organization: Universidade do Estado de Mato Grosso (UNEMAT)
– sequence: 5
  givenname: Simone Pereira
  surname: da Silva
  fullname: da Silva, Simone Pereira
  organization: Universidade Federal de Mato Grosso do Sul (UFMS)
– sequence: 6
  givenname: Paulo Eduardo
  surname: Teodoro
  fullname: Teodoro, Paulo Eduardo
  email: eduteodoro@hotmail.com
  organization: Universidade Federal de Mato Grosso do Sul (UFMS)
– sequence: 7
  givenname: Fábio Henrique Rojo
  surname: Baio
  fullname: Baio, Fábio Henrique Rojo
  organization: Universidade Federal de Mato Grosso do Sul (UFMS)
BackLink https://www.ncbi.nlm.nih.gov/pubmed/35379871$$D View this record in MEDLINE/PubMed
BookMark eNp9Uk1r3DAQFSWlSdP8gR6KoZdc3OrTki6FsjRtIFAoyVko8nirxWu5kp2Qf9_ZdZomOURISMy89zTSvLfkYEgDEPKe0U-MCvO5SKasqSnnNbUN1fXtK3LEqVQ1F5wfPDofkpNSNhSH4lYy-4YcCiW0NZodkdUvaOcwxTRUqatGKFMMsYXKj2Mfg98nbqKvMvi-nuIWqjFDiGUXL2P2d3FYvyOvO98XOLnfj8nV2bfL1Y_64uf389XXizpITaeaSwrMgmLc4vScNR3jHQXBjAnCeDABpBSyCx3gCr7lmttAldId5rw4JueLbpv8xo05bn2-c8lHtw-kvHY-Y_09OACwulG6CUzKa8qsahvjVeDUGlBaotaXRWucr7fQBhim7Psnok8zQ_zt1unGGWsolRoFTu8Fcvoz47-5bSwB-t4PkObieCM13mYVR-jHZ9BNmvOAX7VDNUZoJnaoD48reijlX68QwBdAyKmUDN0DhFG384RbPOHQE27vCXeLJPOMFOK0byu-KvYvU8VCxT5jlyH_L_sF1l9pg8tY
CitedBy_id crossref_primary_10_1002_ps_7595
crossref_primary_10_1016_j_atech_2024_100618
crossref_primary_10_5861_ijrset_2024_8014
crossref_primary_10_1016_j_ecoenv_2024_117301
crossref_primary_10_1016_j_dib_2024_111212
crossref_primary_10_1080_23311932_2023_2234153
crossref_primary_10_1016_j_procs_2024_01_056
crossref_primary_10_1016_j_biosystemseng_2024_12_015
crossref_primary_10_1007_s42853_023_00185_x
crossref_primary_10_3390_app14199036
crossref_primary_10_3390_agriculture15010081
crossref_primary_10_3390_machines13020104
crossref_primary_10_3390_app13042222
crossref_primary_10_1007_s10462_024_11046_0
crossref_primary_10_3389_fenvs_2024_1505480
crossref_primary_10_1016_j_compag_2024_109499
crossref_primary_10_1016_j_compag_2024_108841
crossref_primary_10_1016_j_compag_2023_108545
crossref_primary_10_1093_gigascience_giad007
crossref_primary_10_1016_j_compag_2023_107755
crossref_primary_10_1007_s11119_025_10231_7
crossref_primary_10_1111_ppa_13950
crossref_primary_10_3390_plants13010109
crossref_primary_10_1007_s43555_025_00052_0
crossref_primary_10_1038_s43247_024_01533_1
crossref_primary_10_1007_s12668_025_01861_2
crossref_primary_10_11648_j_wjast_20240204_17
crossref_primary_10_1039_D4NH00010B
crossref_primary_10_1016_j_biosystemseng_2023_12_016
crossref_primary_10_3390_s22249723
crossref_primary_10_3390_antiox13111354
crossref_primary_10_1007_s11119_024_10201_5
crossref_primary_10_1016_j_atech_2024_100497
crossref_primary_10_1016_j_compag_2024_109168
crossref_primary_10_1109_ACCESS_2024_3450904
crossref_primary_10_3390_agronomy12071620
crossref_primary_10_1016_j_ijagro_2024_100021
crossref_primary_10_26848_rbgf_v17_6_p4761_4812
crossref_primary_10_3390_agriculture14122371
crossref_primary_10_3390_drones8050176
crossref_primary_10_1016_j_envres_2023_115811
crossref_primary_10_3389_fsufs_2025_1464020
crossref_primary_10_31510_infa_v21i1_1846
crossref_primary_10_3390_agronomy13020286
Cites_doi 10.1007/s11119-020-09712-8
10.13031/2013.31785
10.1016/j.cropro.2018.05.002
10.1016/j.aspen.2021.01.006
10.1111/wre.12469
10.1111/j.1365-3180.2010.00829.x
10.2134/cftm2018.07.0051
10.1016/j.cropro.2005.08.018
10.1007/s11119-017-9558-x
10.13031/trans.12563
10.17221/599/2012-PSE
10.1016/j.compag.2020.105385
10.1371/journal.pone.0163221
10.4067/S0718-58392016000100001
10.1094/phyto-10-17-0342-r
10.1007/s11119-014-9382-5
10.1007/s11119-015-9415-8
10.1080/16507540903093242
10.3390/s20247262
10.1614/0043-1745(2003)051[0319:MWSVAS]2.0.CO;2
10.1007/s11119-008-9061-5
10.1591/s1415-43662001000200029
10.1590/1984-70332017v17n2s29
10.13031/2013.20025
10.1007/s12600-020-00786-8
10.1007/s11119-019-09635-z
10.2134/agronj1996.00021962008800020020x
10.1111/wre.12205
10.1007/s13744-016-0453-3
10.1117/1.JRS.13.044516
10.1007/978-3-319-68715-5
ContentType Journal Article
Copyright The Author(s) 2022
2022. The Author(s).
The Author(s) 2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml – notice: The Author(s) 2022
– notice: 2022. The Author(s).
– notice: The Author(s) 2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID C6C
AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
3V.
7X7
7XB
88A
88E
88I
8FE
8FH
8FI
8FJ
8FK
ABUWG
AEUYN
AFKRA
AZQEC
BBNVY
BENPR
BHPHI
CCPQU
DWQXO
FYUFA
GHDGH
GNUQQ
HCIFZ
K9.
LK8
M0S
M1P
M2P
M7P
PHGZM
PHGZT
PIMPY
PJZUB
PKEHL
PPXIY
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
Q9U
7X8
5PM
DOA
DOI 10.1038/s41598-022-09607-w
DatabaseName Springer Nature OA Free Journals
CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
ProQuest Central (Corporate)
Health & Medical Collection
ProQuest Central (purchase pre-March 2016)
Biology Database (Alumni Edition)
Medical Database (Alumni Edition)
Science Database (Alumni Edition)
ProQuest SciTech Collection
ProQuest Natural Science Collection
Hospital Premium Collection
Hospital Premium Collection (Alumni Edition)
ProQuest Central (Alumni) (purchase pre-March 2016)
ProQuest Central (Alumni)
ProQuest One Sustainability
ProQuest Central UK/Ireland
ProQuest Central Essentials
Biological Science Collection
ProQuest Central
Natural Science Collection
ProQuest One
ProQuest Central Korea
Health Research Premium Collection
Health Research Premium Collection (Alumni)
ProQuest Central Student
SciTech Premium Collection
ProQuest Health & Medical Complete (Alumni)
ProQuest Biological Science Collection
ProQuest Health & Medical Collection
Medical Database
Science Database
Biological Science Database (ProQuest)
ProQuest Central Premium
ProQuest One Academic (New)
Publicly Available Content Database
ProQuest Health & Medical Research Collection
ProQuest One Academic Middle East (New)
ProQuest One Health & Nursing
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
ProQuest Central Basic
MEDLINE - Academic
PubMed Central (Full Participant titles)
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
Publicly Available Content Database
ProQuest Central Student
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest Health & Medical Complete (Alumni)
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest One Health & Nursing
ProQuest Natural Science Collection
ProQuest Central China
ProQuest Biology Journals (Alumni Edition)
ProQuest Central
ProQuest One Applied & Life Sciences
ProQuest One Sustainability
ProQuest Health & Medical Research Collection
Health Research Premium Collection
Health and Medicine Complete (Alumni Edition)
Natural Science Collection
ProQuest Central Korea
Health & Medical Research Collection
Biological Science Collection
ProQuest Central (New)
ProQuest Medical Library (Alumni)
ProQuest Science Journals (Alumni Edition)
ProQuest Biological Science Collection
ProQuest Central Basic
ProQuest Science Journals
ProQuest One Academic Eastern Edition
ProQuest Hospital Collection
Health Research Premium Collection (Alumni)
Biological Science Database
ProQuest SciTech Collection
ProQuest Hospital Collection (Alumni)
ProQuest Health & Medical Complete
ProQuest Medical Library
ProQuest One Academic UKI Edition
ProQuest One Academic
ProQuest One Academic (New)
ProQuest Central (Alumni)
MEDLINE - Academic
DatabaseTitleList MEDLINE - Academic
Publicly Available Content Database

CrossRef

MEDLINE

Database_xml – sequence: 1
  dbid: C6C
  name: Springer Nature OA Free Journals
  url: http://www.springeropen.com/
  sourceTypes: Publisher
– sequence: 2
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 3
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 4
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
– sequence: 5
  dbid: BENPR
  name: ProQuest Central
  url: http://www.proquest.com/pqcentral?accountid=15518
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Biology
EISSN 2045-2322
EndPage 12
ExternalDocumentID oai_doaj_org_article_eee976576c144b0195d68a5c2098e574
PMC8980047
35379871
10_1038_s41598_022_09607_w
Genre Research Support, Non-U.S. Gov't
Journal Article
GrantInformation_xml – fundername: Fundação de Apoio ao Desenvolvimento do Ensino, Ciência e Tecnologia do Estado de Mato Grosso do Sul
  grantid: 71/019.039/2021
  funderid: http://dx.doi.org/10.13039/501100005672
– fundername: Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
  grantid: 001
  funderid: http://dx.doi.org/10.13039/501100002322
– fundername: Conselho Nacional de Desenvolvimento Científico e Tecnológico
  grantid: 303767/2020-0
  funderid: http://dx.doi.org/10.13039/501100003593
– fundername: ;
  grantid: 001
– fundername: ;
  grantid: 71/019.039/2021
– fundername: ;
  grantid: 303767/2020-0
GroupedDBID 0R~
3V.
4.4
53G
5VS
7X7
88A
88E
88I
8FE
8FH
8FI
8FJ
AAFWJ
AAJSJ
AAKDD
ABDBF
ABUWG
ACGFS
ACSMW
ACUHS
ADBBV
ADRAZ
AENEX
AEUYN
AFKRA
AJTQC
ALIPV
ALMA_UNASSIGNED_HOLDINGS
AOIJS
AZQEC
BAWUL
BBNVY
BCNDV
BENPR
BHPHI
BPHCQ
BVXVI
C6C
CCPQU
DIK
DWQXO
EBD
EBLON
EBS
ESX
FYUFA
GNUQQ
GROUPED_DOAJ
GX1
HCIFZ
HH5
HMCUK
HYE
KQ8
LK8
M0L
M1P
M2P
M48
M7P
M~E
NAO
OK1
PIMPY
PQQKQ
PROAC
PSQYO
RNT
RNTTT
RPM
SNYQT
UKHRP
AASML
AAYXX
AFPKN
CITATION
PHGZM
PHGZT
CGR
CUY
CVF
ECM
EIF
NPM
7XB
8FK
AARCD
K9.
PJZUB
PKEHL
PPXIY
PQEST
PQGLB
PQUKI
PRINS
Q9U
7X8
PUEGO
5PM
ID FETCH-LOGICAL-c470t-240e19e5129129a216f12f0e3188c38ae8ce4434fcfefcfcad2729c0557fe8ca3
IEDL.DBID AAJSJ
ISSN 2045-2322
IngestDate Wed Aug 27 01:28:44 EDT 2025
Thu Aug 21 17:59:17 EDT 2025
Thu Sep 04 18:56:37 EDT 2025
Wed Aug 13 05:12:17 EDT 2025
Thu Jan 02 22:56:32 EST 2025
Thu Apr 24 23:06:53 EDT 2025
Tue Jul 01 04:16:11 EDT 2025
Fri Feb 21 02:39:13 EST 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1
Language English
License 2022. The Author(s).
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c470t-240e19e5129129a216f12f0e3188c38ae8ce4434fcfefcfcad2729c0557fe8ca3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
OpenAccessLink https://www.nature.com/articles/s41598-022-09607-w
PMID 35379871
PQID 2646837132
PQPubID 2041939
PageCount 12
ParticipantIDs doaj_primary_oai_doaj_org_article_eee976576c144b0195d68a5c2098e574
pubmedcentral_primary_oai_pubmedcentral_nih_gov_8980047
proquest_miscellaneous_2647209952
proquest_journals_2646837132
pubmed_primary_35379871
crossref_primary_10_1038_s41598_022_09607_w
crossref_citationtrail_10_1038_s41598_022_09607_w
springer_journals_10_1038_s41598_022_09607_w
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2022-04-04
PublicationDateYYYYMMDD 2022-04-04
PublicationDate_xml – month: 04
  year: 2022
  text: 2022-04-04
  day: 04
PublicationDecade 2020
PublicationPlace London
PublicationPlace_xml – name: London
– name: England
PublicationTitle Scientific reports
PublicationTitleAbbrev Sci Rep
PublicationTitleAlternate Sci Rep
PublicationYear 2022
Publisher Nature Publishing Group UK
Nature Publishing Group
Nature Portfolio
Publisher_xml – name: Nature Publishing Group UK
– name: Nature Publishing Group
– name: Nature Portfolio
References López-Granados, Torres-Sánchez, Serrano-Pérez, Castro (CR7) 2016; 17
Bora (CR20) 2005; 21
Bhering (CR22) 2017; 17
Dammer, Wartenberg (CR5) 2007; 26
Biller, Hollstein, Sommer (CR17) 1997; 2
Shearer, Jones (CR31) 1991; 34
Souza, Teixeira, Reis, Silva (CR32) 2016; 76
Ritter (CR36) 2008; 9
Balastreire, Baio (CR4) 2001; 5
Craft, Lindsey, Barker, Lindsey (CR33) 2019; 5
Le Cointe (CR3) 2016; 11
Takács-György (CR34) 2008; 5
Scherrer, Sheppard, Jha, Shaw (CR16) 2019; 13
Esker (CR39) 2018; 108
Hamouz, Hamouzová, Holec, Tyšer (CR37) 2013; 59
Farias (CR29) 2020; 48
Pedersen, Lind (CR35) 2017
Manandhar, Zhu, Ozkan, Shah (CR8) 2020; 21
Karimzadeh, Iranipour (CR11) 2017; 46
Board, Zhang, Harville (CR30) 1996; 88
Dammer (CR9) 2016; 56
Jurado-Expósito, Castro, Torres-Sánchez, Jiménez-Brenes, López-Granados (CR2) 2019; 20
Lati (CR26) 2021; 61
CR25
CR24
CR23
Lowenberg-DeBoer (CR40) 2000
Taiz, Zeiger (CR19) 2013
CR21
Barrero, Perdomo (CR13) 2018; 19
(CR18) 2020
Lopez-Granados (CR15) 2011; 51
Yang (CR10) 2018; 61
Jurado-Expósito (CR6) 2003; 51
Schieffer, Dillon (CR1) 2015; 16
Stacke (CR38) 2018; 112
Gašparović, Zrinjski, Barković, Radočaj (CR14) 2020; 173
Ruigrok, van Henten, Booij, van Boheemen, Kootstra (CR27) 2020; 20
Baek, Lee (CR12) 2021; 24
Schamphelerie (CR28) 2006; 71
K-H Dammer (9607_CR9) 2016; 56
F López-Granados (9607_CR7) 2016; 17
K Dammer (9607_CR5) 2007; 26
M Jurado-Expósito (9607_CR2) 2019; 20
P Hamouz (9607_CR37) 2013; 59
M Gašparović (9607_CR14) 2020; 173
F Lopez-Granados (9607_CR15) 2011; 51
RN Lati (9607_CR26) 2021; 61
B Scherrer (9607_CR16) 2019; 13
T Ruigrok (9607_CR27) 2020; 20
LL Bhering (9607_CR22) 2017; 17
SM Pedersen (9607_CR35) 2017
LA Balastreire (9607_CR4) 2001; 5
C Yang (9607_CR10) 2018; 61
S Baek (9607_CR12) 2021; 24
SmartSensing (9607_CR18) 2020
J Schieffer (9607_CR1) 2015; 16
MAGL Farias (9607_CR29) 2020; 48
PD Esker (9607_CR39) 2018; 108
J Lowenberg-DeBoer (9607_CR40) 2000
L Taiz (9607_CR19) 2013
K Takács-György (9607_CR34) 2008; 5
M Jurado-Expósito (9607_CR6) 2003; 51
JE Board (9607_CR30) 1996; 88
SA Shearer (9607_CR31) 1991; 34
RF Stacke (9607_CR38) 2018; 112
R Le Cointe (9607_CR3) 2016; 11
R Karimzadeh (9607_CR11) 2017; 46
GC Bora (9607_CR20) 2005; 21
JC Craft (9607_CR33) 2019; 5
9607_CR24
9607_CR25
M Schamphelerie (9607_CR28) 2006; 71
C Ritter (9607_CR36) 2008; 9
RH Biller (9607_CR17) 1997; 2
9607_CR21
R Souza (9607_CR32) 2016; 76
A Manandhar (9607_CR8) 2020; 21
O Barrero (9607_CR13) 2018; 19
9607_CR23
References_xml – volume: 21
  start-page: 1156
  year: 2020
  end-page: 1171
  ident: CR8
  article-title: Techno-economic impacts of using a laser-guided variable-rate spraying system to retrofit conventional constant-rate sprayers
  publication-title: Precis. Agric.
  doi: 10.1007/s11119-020-09712-8
– volume: 71
  start-page: 201
  year: 2006
  end-page: 207
  ident: CR28
  article-title: Classification of spray nozzles based on droplet size distributions and wind tunnel tests
  publication-title: Commun. Agric. Appl. Biol. Sci.
– volume: 34
  start-page: 1661
  year: 1991
  end-page: 1666
  ident: CR31
  article-title: Selective applications of post-emergence herbicides using photoeletrics
  publication-title: Trans. Am. Soc. Agric. Eng.
  doi: 10.13031/2013.31785
– volume: 112
  start-page: 10
  year: 2018
  end-page: 17
  ident: CR38
  article-title: Damage assessment of (Lepidoptera: Noctuidae) in soybean reproductive stages
  publication-title: Crop Prot.
  doi: 10.1016/j.cropro.2018.05.002
– year: 2020
  ident: CR18
  publication-title: Smart Sensing Brasil
– volume: 24
  start-page: 409
  year: 2021
  end-page: 414
  ident: CR12
  article-title: Spatio-temporal distribution of Ricania shantungensis (Hemiptera: Ricaniidae) in chestnut fields: Implications for site-specific management
  publication-title: J. Asia-Pac. Entomol.
  doi: 10.1016/j.aspen.2021.01.006
– volume: 61
  start-page: 81
  year: 2021
  end-page: 85
  ident: CR26
  article-title: Site-specific weed management—Constraints and opportunities for the weed research community: Insights from a workshop
  publication-title: Weed Res.
  doi: 10.1111/wre.12469
– volume: 51
  start-page: 1
  year: 2011
  end-page: 11
  ident: CR15
  article-title: Weed detection for site-specific weed management: Mapping and real-time approaches
  publication-title: Weed Res.
  doi: 10.1111/j.1365-3180.2010.00829.x
– volume: 5
  start-page: 180051
  year: 2019
  ident: CR33
  article-title: Quantification of soybean leaf senescence and maturation as impacted by soil- and foliar-applied nitrogen
  publication-title: Crop Forage Turfgrass Manage.
  doi: 10.2134/cftm2018.07.0051
– volume: 26
  start-page: 270
  year: 2007
  end-page: 277
  ident: CR5
  article-title: Sensor-based weed detection and application of variable herbicide rates in real-time
  publication-title: Crop Prot.
  doi: 10.1016/j.cropro.2005.08.018
– start-page: 147
  year: 2000
  end-page: 172
  ident: CR40
  publication-title: Agricultura de Precisao
– ident: CR25
– volume: 19
  start-page: 809
  year: 2018
  end-page: 822
  ident: CR13
  article-title: RGB and multispectral UAV image fusion for Gramineae weed detection in rice fields
  publication-title: Precis. Agric.
  doi: 10.1007/s11119-017-9558-x
– ident: CR23
– volume: 61
  start-page: 849
  year: 2018
  end-page: 858
  ident: CR10
  article-title: Site-specific management of cotton root rot using airborne and high-resolution satellite imagery and variable-rate technology
  publication-title: Trans. ASABE
  doi: 10.13031/trans.12563
– volume: 2
  start-page: 451
  year: 1997
  end-page: 458
  ident: CR17
  article-title: Precision application of herbicides by use of optoeletronic sensors
  publication-title: Precis. Agric.
– ident: CR21
– volume: 59
  start-page: 101
  year: 2013
  end-page: 107
  ident: CR37
  article-title: Impact of site-specific weed management on herbicide savings and winter wheat yield
  publication-title: Plant Soil Environ.
  doi: 10.17221/599/2012-PSE
– volume: 173
  start-page: 105385
  year: 2020
  ident: CR14
  article-title: An automatic method for weed mapping in oat fields based on UAV imagery
  publication-title: Comput. Electron. Agric.
  doi: 10.1016/j.compag.2020.105385
– volume: 11
  start-page: e0163221
  year: 2016
  ident: CR3
  article-title: Reducing the use of pesticides with site-specific application: The chemical control of rhizoctonia solani as a case of study for the management of soil-borne diseases
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0163221
– volume: 76
  start-page: 3
  year: 2016
  end-page: 8
  ident: CR32
  article-title: Soybean morphophysiology and yield response to seeding systems and plant population
  publication-title: J. Chilean J. Agric. Res.
  doi: 10.4067/S0718-58392016000100001
– volume: 108
  start-page: 1078
  year: 2018
  end-page: 1088
  ident: CR39
  article-title: Perceptions of midwestern crop advisors and growers on foliar fungicide adoption and use in maize
  publication-title: Phytopathology
  doi: 10.1094/phyto-10-17-0342-r
– volume: 16
  start-page: 46
  year: 2015
  end-page: 61
  ident: CR1
  article-title: The economic and environmental impacts of precision agriculture and interactions with agro-environmental policy
  publication-title: Precis. Agric.
  doi: 10.1007/s11119-014-9382-5
– volume: 17
  start-page: 183
  year: 2016
  end-page: 199
  ident: CR7
  article-title: Weed mapping at the beginning of the season in sunflower using UAV technology: Variability of herbicide treatment maps in relation to weed limits
  publication-title: Precis. Agric.
  doi: 10.1007/s11119-015-9415-8
– volume: 5
  start-page: 114
  year: 2008
  end-page: 122
  ident: CR34
  article-title: Economic aspects of chemical reduction in farming—Future role of precision farming
  publication-title: Acta Agric. Scand. Sect. C Food Econom.
  doi: 10.1080/16507540903093242
– start-page: 5
  year: 2013
  ident: CR19
  publication-title: Fisiologia Vegetal
– volume: 20
  start-page: 7262
  year: 2020
  ident: CR27
  article-title: Application-specific evaluation of a weed-detection algorithm for plant-specific spraying
  publication-title: Sensors
  doi: 10.3390/s20247262
– volume: 51
  start-page: 319
  year: 2003
  end-page: 328
  ident: CR6
  article-title: Multi-species weed spatial variability and site-specific management maps in cultivated sunflower
  publication-title: Weed Sci.
  doi: 10.1614/0043-1745(2003)051[0319:MWSVAS]2.0.CO;2
– volume: 9
  start-page: 133
  year: 2008
  end-page: 146
  ident: CR36
  article-title: An on-farm approach to quantify yield variation and to derive decision rules for site-specific weed management
  publication-title: Precis. Agric.
  doi: 10.1007/s11119-008-9061-5
– volume: 5
  start-page: 349
  year: 2001
  end-page: 352
  ident: CR4
  article-title: Avaliação de uma metodologia prática para o mapeamento de plantas daninhas
  publication-title: Rev. Bras. Engenharia Agríc. Abiental
  doi: 10.1591/s1415-43662001000200029
– volume: 17
  start-page: 187
  year: 2017
  end-page: 190
  ident: CR22
  article-title: Rbio: A tool for biometric and statistical analysis using the R platform
  publication-title: Crop Breed. Appl. Biotechnol.
  doi: 10.1590/1984-70332017v17n2s29
– volume: 21
  start-page: 955
  year: 2005
  end-page: 960
  ident: CR20
  article-title: Reliability tests of pulse width modulation (PWM) valves for flow rate control of anhydrous ammonia
  publication-title: Appl. Eng. Agric.
  doi: 10.13031/2013.20025
– volume: 48
  start-page: 203
  year: 2020
  end-page: 213
  ident: CR29
  article-title: Spray nozzles and droplet size effects on soybean canopy deposits and stink bugs control in west region of São Paulo state—Brazil
  publication-title: Phytoparasitica
  doi: 10.1007/s12600-020-00786-8
– start-page: 1
  year: 2017
  end-page: 20
  ident: CR35
  publication-title: Precision Agriculture: Technology and Economic Perspectives
– volume: 20
  start-page: 1045
  year: 2019
  end-page: 1067
  ident: CR2
  article-title: L. mapping with cokriging using UAV imagery
  publication-title: Precis. Agric.
  doi: 10.1007/s11119-019-09635-z
– volume: 88
  start-page: 240
  year: 1996
  end-page: 245
  ident: CR30
  article-title: Yield rankings for soybean cultivars grown in narrow and wide rows with late planting dates
  publication-title: Agron. J.
  doi: 10.2134/agronj1996.00021962008800020020x
– ident: CR24
– volume: 56
  start-page: 237
  year: 2016
  end-page: 246
  ident: CR9
  article-title: Real-time variable-rate herbicide application for weed control in carrots
  publication-title: Weed Res.
  doi: 10.1111/wre.12205
– volume: 46
  start-page: 316
  year: 2017
  end-page: 323
  ident: CR11
  article-title: Spatial distribution and site-specific spraying of main sucking pests of elm trees
  publication-title: Neotrop. Entomol.
  doi: 10.1007/s13744-016-0453-3
– volume: 13
  start-page: 044516
  year: 2019
  ident: CR16
  article-title: Hyperspectral imaging and neural networks to classify herbicide-resistant weeds
  publication-title: J. Appl. Remote Sens.
  doi: 10.1117/1.JRS.13.044516
– volume: 71
  start-page: 201
  year: 2006
  ident: 9607_CR28
  publication-title: Commun. Agric. Appl. Biol. Sci.
– volume: 46
  start-page: 316
  year: 2017
  ident: 9607_CR11
  publication-title: Neotrop. Entomol.
  doi: 10.1007/s13744-016-0453-3
– ident: 9607_CR25
– volume: 56
  start-page: 237
  year: 2016
  ident: 9607_CR9
  publication-title: Weed Res.
  doi: 10.1111/wre.12205
– start-page: 5
  volume-title: Fisiologia Vegetal
  year: 2013
  ident: 9607_CR19
– ident: 9607_CR23
– volume: 51
  start-page: 1
  year: 2011
  ident: 9607_CR15
  publication-title: Weed Res.
  doi: 10.1111/j.1365-3180.2010.00829.x
– volume: 17
  start-page: 183
  year: 2016
  ident: 9607_CR7
  publication-title: Precis. Agric.
  doi: 10.1007/s11119-015-9415-8
– start-page: 1
  volume-title: Precision Agriculture: Technology and Economic Perspectives
  year: 2017
  ident: 9607_CR35
  doi: 10.1007/978-3-319-68715-5
– volume: 5
  start-page: 349
  year: 2001
  ident: 9607_CR4
  publication-title: Rev. Bras. Engenharia Agríc. Abiental
  doi: 10.1591/s1415-43662001000200029
– volume: 88
  start-page: 240
  year: 1996
  ident: 9607_CR30
  publication-title: Agron. J.
  doi: 10.2134/agronj1996.00021962008800020020x
– volume: 34
  start-page: 1661
  year: 1991
  ident: 9607_CR31
  publication-title: Trans. Am. Soc. Agric. Eng.
  doi: 10.13031/2013.31785
– volume: 9
  start-page: 133
  year: 2008
  ident: 9607_CR36
  publication-title: Precis. Agric.
  doi: 10.1007/s11119-008-9061-5
– volume: 59
  start-page: 101
  year: 2013
  ident: 9607_CR37
  publication-title: Plant Soil Environ.
  doi: 10.17221/599/2012-PSE
– volume: 173
  start-page: 105385
  year: 2020
  ident: 9607_CR14
  publication-title: Comput. Electron. Agric.
  doi: 10.1016/j.compag.2020.105385
– volume: 16
  start-page: 46
  year: 2015
  ident: 9607_CR1
  publication-title: Precis. Agric.
  doi: 10.1007/s11119-014-9382-5
– volume-title: Smart Sensing Brasil
  year: 2020
  ident: 9607_CR18
– volume: 5
  start-page: 180051
  year: 2019
  ident: 9607_CR33
  publication-title: Crop Forage Turfgrass Manage.
  doi: 10.2134/cftm2018.07.0051
– volume: 13
  start-page: 044516
  year: 2019
  ident: 9607_CR16
  publication-title: J. Appl. Remote Sens.
  doi: 10.1117/1.JRS.13.044516
– volume: 2
  start-page: 451
  year: 1997
  ident: 9607_CR17
  publication-title: Precis. Agric.
– volume: 24
  start-page: 409
  year: 2021
  ident: 9607_CR12
  publication-title: J. Asia-Pac. Entomol.
  doi: 10.1016/j.aspen.2021.01.006
– volume: 61
  start-page: 849
  year: 2018
  ident: 9607_CR10
  publication-title: Trans. ASABE
  doi: 10.13031/trans.12563
– volume: 51
  start-page: 319
  year: 2003
  ident: 9607_CR6
  publication-title: Weed Sci.
  doi: 10.1614/0043-1745(2003)051[0319:MWSVAS]2.0.CO;2
– volume: 112
  start-page: 10
  year: 2018
  ident: 9607_CR38
  publication-title: Crop Prot.
  doi: 10.1016/j.cropro.2018.05.002
– volume: 76
  start-page: 3
  year: 2016
  ident: 9607_CR32
  publication-title: J. Chilean J. Agric. Res.
  doi: 10.4067/S0718-58392016000100001
– volume: 20
  start-page: 1045
  year: 2019
  ident: 9607_CR2
  publication-title: Precis. Agric.
  doi: 10.1007/s11119-019-09635-z
– volume: 21
  start-page: 1156
  year: 2020
  ident: 9607_CR8
  publication-title: Precis. Agric.
  doi: 10.1007/s11119-020-09712-8
– ident: 9607_CR24
– volume: 11
  start-page: e0163221
  year: 2016
  ident: 9607_CR3
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0163221
– volume: 26
  start-page: 270
  year: 2007
  ident: 9607_CR5
  publication-title: Crop Prot.
  doi: 10.1016/j.cropro.2005.08.018
– volume: 108
  start-page: 1078
  year: 2018
  ident: 9607_CR39
  publication-title: Phytopathology
  doi: 10.1094/phyto-10-17-0342-r
– ident: 9607_CR21
– volume: 17
  start-page: 187
  year: 2017
  ident: 9607_CR22
  publication-title: Crop Breed. Appl. Biotechnol.
  doi: 10.1590/1984-70332017v17n2s29
– volume: 61
  start-page: 81
  year: 2021
  ident: 9607_CR26
  publication-title: Weed Res.
  doi: 10.1111/wre.12469
– volume: 20
  start-page: 7262
  year: 2020
  ident: 9607_CR27
  publication-title: Sensors
  doi: 10.3390/s20247262
– volume: 48
  start-page: 203
  year: 2020
  ident: 9607_CR29
  publication-title: Phytoparasitica
  doi: 10.1007/s12600-020-00786-8
– volume: 5
  start-page: 114
  year: 2008
  ident: 9607_CR34
  publication-title: Acta Agric. Scand. Sect. C Food Econom.
  doi: 10.1080/16507540903093242
– volume: 19
  start-page: 809
  year: 2018
  ident: 9607_CR13
  publication-title: Precis. Agric.
  doi: 10.1007/s11119-017-9558-x
– start-page: 147
  volume-title: Agricultura de Precisao
  year: 2000
  ident: 9607_CR40
– volume: 21
  start-page: 955
  year: 2005
  ident: 9607_CR20
  publication-title: Appl. Eng. Agric.
  doi: 10.13031/2013.20025
SSID ssj0000529419
Score 2.5702412
Snippet Farmers focus on reducing the cost of production and aim to increase profit. The objective of this study was to quantify the reduction of pesticides applied to...
Abstract Farmers focus on reducing the cost of production and aim to increase profit. The objective of this study was to quantify the reduction of pesticides...
SourceID doaj
pubmedcentral
proquest
pubmed
crossref
springer
SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 5638
SubjectTerms 631/449
704/172
704/844
Agricultural economics
Cereal crops
Control systems
Corn
Coverage
Crop yield
Crops
Crops, Agricultural
Foliage
Fungicides
Fungicides, Industrial
Glycine max
Herbicides
Humanities and Social Sciences
Insecticides
Leaf area
multidisciplinary
Pesticide application
Pesticides
Pesticides - analysis
Science
Science (multidisciplinary)
Sensors
Soybeans
Spraying
Sprays
Zea mays
SummonAdditionalLinks – databaseName: DOAJ Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1La9wwEB5KINBLadKX27So0FtrYluyLR3TkBB66KE0kJvQY0wXgndJNgn9952RvNvd9HUp2BdLxsNoxHzj0XwD8C4owkLRI5efqVJp05W-8k1pZN21XvYRM9vn5-7sXH26aC82Wn3xmbBMD5wVd4iI5DEJFQeC_p7L22KnXRuaymhs-8QESm5sI5jKrN6NUbWZqmQqqQ-vyVNxNRnFXoza-_JuyxMlwv7focxfD0vey5gmR3T6GB5NCFIcZcn34AGO-7Cbe0p-fwLHX5iMldUt5oNYMIlGmEUUG5lqcTtzgsDiZcmd5cXiauqzI-iTjsuensL56cnX47Ny6pRQBtVXS06RYG2QnTddrqm7oW6Giv9v6iC1Qx1QKamGMCDdwcWGQHVg_q2Bxpx8BjvjfMQXIKInzBe875VqlWrQdZFD10jLUFcmxALqldZsmGjEuZvFpU3pbKlt1rQlTdukaXtXwPv1O4tMovHX2R95MdYzmQA7PSCzsJNZ2H-ZRQEHq6W00668tgT-OgrIKQAv4O16mPYTJ0nciPObNKfncuKW5jzPK7-WRLayNxRhFtBv2cSWqNsj4-xb4uzWRjMxZwEfVtbzU6w_q-Ll_1DFK3jYJLPnE0cHsLO8usHXhKSW_k3aND8AK4IYDw
  priority: 102
  providerName: Directory of Open Access Journals
– databaseName: Health & Medical Collection
  dbid: 7X7
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lb9QwEB5BERIXVN5pCzISN4iaxE7snBBUVBUHDohKe7P8CqxUJdvdbav--8443pTlUSl7iR3FOx5nvvF4vgF45wRiIW8DpZ-JXKi2yW1hq7zlZVNbLn0Y2T6_NSen4uusnqUNt1U6Vrn5JsYPtR8c7ZEfouFu0JlC5-nj4jynqlEUXU0lNO7DgxKhCmm1nMlpj4WiWKJsU65MwdXhCu0V5ZShB0bYXeZXW_Yo0vb_C2v-fWTyj7hpNEfHu_A44Uj2aZz4J3Av9E_h4VhZ8voZHH0nSlYSOhs6tiAqDTf3gf0Wr2aXc8MQMp7lVF-eLZap2g7DVxpKfnoOp8dffhyd5KleQu6ELNYUKAllG8iE42WqsunKqitol1M5rkxQLgjBRee6gD9nfIXQ2hELV4dthr-AnX7owytg3qI4nbVSiFqIKpjGkwPrQ0B40TqfQbmRmnaJTJxqWpzpGNTmSo-S1ihpHSWtrzJ4Pz2zGKk07uz9mSZj6kk02PHGsPyp06rSAccjG3SZHPqFlnIffaNM7aqiVaGWIoODzVTqtDZX-laTMng7NeOqolCJ6cNwEftISiqusc_LceankfCayxb9zAzklk5sDXW7pZ__iszdqlVEz5nBh4323A7r_6LYu_tf7MOjKio0nSg6gJ318iK8RqS0tm_icrgBJgIQbg
  priority: 102
  providerName: ProQuest
– databaseName: Scholars Portal Open Access Journals
  dbid: M48
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3da9RAEB9qi-CL-FWNVlnBN5t62Wyyuw8iWlpKQR_Eg74t-xU9OHLn9Wrtf-_MJjm9ehaE5CU7IcvsLPObzM5vAF55gVgouEjlZyIXSte5Gzme67KoK1fKEDu2z0_1yVicnlVnWzC0O-oVeL4xtKN-UuPF9ODn96t3uOHfdiXj6s05OiEqFMOwigC5zC9vwQ56Jk5W_rGH-x3XN9ei0H3tzOZX1_xTovHfhD3_PkJ5LY-a3NPxPbjb40r2vjOE-7AV2wdwu-s0efUQDj8TRSstAps1bE7UGn4SIvsjf81-TCxDCDnNqd88my_67jsMP2mpGOoRjI-Pvhye5H3_hNwLOVpS4iQWOpJLx8vyom4K3ozor6fypbJR-ShEKRrfRLy9DRyhtidWrgbHbLkL2-2sjU-ABYdI0DsnhaiE4NHWgQLaECPCDe1DBsWgNeN7cnHqcTE1KcldKtNp2qCmTdK0uczg9eqdeUetcaP0B1qMlSTRYqcHs8VX0-8yE3E-ssYQymOc6KgWMtTKVp6PtIqVFBnsDUtpBlMzCAlrDNMxLM_g5WoYdxmlTmwbZxdJRlKRcYUyj7uVX82krEqpMe7MQK7ZxNpU10faybfE5K20IrrODPYH6_k9rX-r4un_iT-DOzwZOJ042oPt5eIiPkcktXQv0vb4BSMMGGk
  priority: 102
  providerName: Scholars Portal
Title Reduction of pesticide application via real-time precision spraying
URI https://link.springer.com/article/10.1038/s41598-022-09607-w
https://www.ncbi.nlm.nih.gov/pubmed/35379871
https://www.proquest.com/docview/2646837132
https://www.proquest.com/docview/2647209952
https://pubmed.ncbi.nlm.nih.gov/PMC8980047
https://doaj.org/article/eee976576c144b0195d68a5c2098e574
Volume 12
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVFSB
  databaseName: Free Full-Text Journals in Chemistry
  customDbUrl:
  eissn: 2045-2322
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000529419
  issn: 2045-2322
  databaseCode: HH5
  dateStart: 20110101
  isFulltext: true
  titleUrlDefault: http://abc-chemistry.org/
  providerName: ABC ChemistRy
– providerCode: PRVAFT
  databaseName: Open Access Digital Library
  customDbUrl:
  eissn: 2045-2322
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000529419
  issn: 2045-2322
  databaseCode: KQ8
  dateStart: 20110101
  isFulltext: true
  titleUrlDefault: http://grweb.coalliance.org/oadl/oadl.html
  providerName: Colorado Alliance of Research Libraries
– providerCode: PRVAON
  databaseName: DOAJ Directory of Open Access Journals
  customDbUrl:
  eissn: 2045-2322
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000529419
  issn: 2045-2322
  databaseCode: DOA
  dateStart: 20110101
  isFulltext: true
  titleUrlDefault: https://www.doaj.org/
  providerName: Directory of Open Access Journals
– providerCode: PRVEBS
  databaseName: Academic Search Ultimate - eBooks
  customDbUrl: https://search.ebscohost.com/login.aspx?authtype=ip,shib&custid=s3936755&profile=ehost&defaultdb=asn
  eissn: 2045-2322
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000529419
  issn: 2045-2322
  databaseCode: ABDBF
  dateStart: 20121221
  isFulltext: true
  titleUrlDefault: https://search.ebscohost.com/direct.asp?db=asn
  providerName: EBSCOhost
– providerCode: PRVBFR
  databaseName: Free Medical Journals - Free Access to All
  customDbUrl:
  eissn: 2045-2322
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000529419
  issn: 2045-2322
  databaseCode: DIK
  dateStart: 20110101
  isFulltext: true
  titleUrlDefault: http://www.freemedicaljournals.com
  providerName: Flying Publisher
– providerCode: PRVFQY
  databaseName: Free Medical Journals
  customDbUrl:
  eissn: 2045-2322
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000529419
  issn: 2045-2322
  databaseCode: GX1
  dateStart: 0
  isFulltext: true
  titleUrlDefault: http://www.gfmer.ch/Medical_journals/Free_medical.php
  providerName: Geneva Foundation for Medical Education and Research
– providerCode: PRVHPJ
  databaseName: ROAD: Directory of Open Access Scholarly Resources
  customDbUrl:
  eissn: 2045-2322
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000529419
  issn: 2045-2322
  databaseCode: M~E
  dateStart: 20110101
  isFulltext: true
  titleUrlDefault: https://road.issn.org
  providerName: ISSN International Centre
– providerCode: PRVAQN
  databaseName: PubMed Central
  customDbUrl:
  eissn: 2045-2322
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000529419
  issn: 2045-2322
  databaseCode: RPM
  dateStart: 20110101
  isFulltext: true
  titleUrlDefault: https://www.ncbi.nlm.nih.gov/pmc/
  providerName: National Library of Medicine
– providerCode: PRVAQT
  databaseName: Springer Nature - nature.com Journals - Fully Open Access
  customDbUrl:
  eissn: 2045-2322
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000529419
  issn: 2045-2322
  databaseCode: NAO
  dateStart: 20111201
  isFulltext: true
  titleUrlDefault: https://www.nature.com/siteindex/index.html
  providerName: Nature Publishing
– providerCode: PRVPQU
  databaseName: Health & Medical Collection
  customDbUrl:
  eissn: 2045-2322
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000529419
  issn: 2045-2322
  databaseCode: 7X7
  dateStart: 20210101
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/healthcomplete
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: ProQuest Central
  customDbUrl: http://www.proquest.com/pqcentral?accountid=15518
  eissn: 2045-2322
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000529419
  issn: 2045-2322
  databaseCode: BENPR
  dateStart: 20210101
  isFulltext: true
  titleUrlDefault: https://www.proquest.com/central
  providerName: ProQuest
– providerCode: PRVFZP
  databaseName: Scholars Portal Open Access Journals
  customDbUrl:
  eissn: 2045-2322
  dateEnd: 20250131
  omitProxy: true
  ssIdentifier: ssj0000529419
  issn: 2045-2322
  databaseCode: M48
  dateStart: 20110801
  isFulltext: true
  titleUrlDefault: http://journals.scholarsportal.info
  providerName: Scholars Portal
– providerCode: PRVAVX
  databaseName: HAS SpringerNature Open Access 2022
  customDbUrl:
  eissn: 2045-2322
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000529419
  issn: 2045-2322
  databaseCode: AAJSJ
  dateStart: 20111201
  isFulltext: true
  titleUrlDefault: https://www.springernature.com
  providerName: Springer Nature
– providerCode: PRVAVX
  databaseName: Springer Nature OA Free Journals
  customDbUrl:
  eissn: 2045-2322
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000529419
  issn: 2045-2322
  databaseCode: C6C
  dateStart: 20111201
  isFulltext: true
  titleUrlDefault: http://www.springeropen.com/
  providerName: Springer Nature
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3da9swED_6wWAvY91X3XbBg71tZrYkS_JjGlpKYGV0K-RNyLK8BYoT0nSl_33v5I8tazcYxAlYZ3KcJOt3Ot3vAN47gVioKj2ln4lE6EImZVqypOCZzEuuKt-yfZ7Ls0sxneWzLWB9Lkw4tB8oLcNruj8d9ukaFxpKBkPXiUC3Sm63YVcrznAy7o7H06_TYWeFYlciK7oMmZTrRx7eWIUCWf9jCPPhQck_oqVhETp9Ds869BiPW333YMs3L-BJW0_y7iVMLoiIlUwdL-p4SQQabl75-LcodfxzbmMEilcJVZWPl6uuxk6Mf2kp5ekVXJ6efJucJV2VhMQJla4pPOKzwtPCjR_LMllnrE5pb1M7rq3XzgvBRe1qj5ezFUNA7Yh7q8Y2y1_DTrNo_D7EVYl4z5WlEiIXgnkrK3JbK-8RVBSuiiDrrWZcRyFOlSyuTAhlc21aSxu0tAmWNrcRfBieWbYEGv-UPqbOGCSJ_DrcWKy-m24wGI_6KImOkkNvsKSMx0pqmzuWFtrnSkRw1Hel6WbktUHgJ9EZR-c7gndDM84lCpDYxi9ugoyiVOIcZd60PT9ownOuCvQuI1AbY2JD1c2WZv4j8HXrQhMpZwQf-9HzS62_m-Lg_8QP4SkLA5zOFR3Bznp1498iXlqXI9hWMzXqpgn-Hp-cf7nAuxM5GYU9CPz-LPQ9OoIVSw
linkProvider Springer Nature
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwEB6VIkQviGcbKGAkOEHUJHZi54AQFKotLT2gVtqbSWwHVqqSZXfLqn-K38iM8yjLo7dKm8vaSZyZsWfG4_kG4LkRaAvZ0lH6mQiFyrOwjMokzHmcpSWX1rVon0fZ6ER8HKfjNfjZ58LQscp-TfQLtW0M7ZHvoOLO0JlC5-nN9HtIVaMoutqX0GjF4sCdL9Flm7_ef4_8fZEkex-Od0dhV1UgNEJGCwonuDh3pOjwVyRxVsVJFdFeoDJcFU4ZJwQXlakcXqawCRqghrCqKmwrOD73GlwXPBKE1S_HctjToaiZiPMuNyfiameO-pFy2NDjI19BhssV_efLBPzLtv37iOYfcVqv_vZuw63ObmVvW0G7A2uuvgs32kqW5_dg9zNBwBKTWVOxKUF3mIl17Lf4OPsxKRiaqKch1bNn01lX3YfhKwtKtroPJ1dCyQewXje12wJmS7Q0TVlKIVIhEldklhxm6xyaM7mxAcQ91bTpwMuphsap9kF0rnRLaY2U1p7SehnAy-GeaQvdcWnvd8SMoSfBbvs_mtlX3c1i7XA8MkMXzaAfWlKupc1UkZokypVLpQhgu2el7taCub6Q3ACeDc04iyk0U9SuOfN9JCUxp9hns-X8MBKecpmjXxuAXJGJlaGuttSTbx4pXOWK4EADeNVLz8Ww_k-Kh5d_xVO4OTr-dKgP948OHsFG4oWbTjNtw_piduYeo5W2KJ_4qcHgy1XPxV-WUE3Q
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtR3LbtQwcFSKQL0g3gQKGAlOEG0SO7FzQAhaVi1FFUJU2ptJbAdWqpLt7pZVf42vY8Z5lOXRW6XNZe0kzjw8M54XwHMjUBeypaP0MxEKlWdhGZVJmPM4S0surWurfR5me0fiwySdbMDPPheGwir7PdFv1LYxdEY-QsGdoTGFxtOo6sIiPu2O38xOQuogRZ7Wvp1GSyIH7myF5tvi9f4u4vpFkozff9nZC7sOA6ERMlqSa8HFuSOhh78iibMqTqqIzgWV4apwyjghuKhM5fAyhU1QGTVUt6rCsYLjc6_AVckFp3AyOZHD-Q550EScd3k6EVejBcpKymdD64_sBhmu1mShbxnwLz3373DNP3y2XhSOb8KNTodlb1uiuwUbrr4N19qulmd3YOczlYMlhLOmYjMq42Gm1rHffOXsx7RgqK4eh9Tbns3mXacfhq8sKPHqLhxdCiTvwWbd1O4BMFui1mnKUgqRCpG4IrNkPFvnULXJjQ0g7qGmTVfInPppHGvvUOdKt5DWCGntIa1XAbwc7pm1ZTwunP2OkDHMpBLc_o9m_k13HK0drkdmaK4ZtElLyru0mSpSk0S5cqkUAWz3qNTdvrDQ51QcwLNhGDma3DRF7ZpTP0dSQnOKc-63mB9WwlMuc7RxA5BrNLG21PWRevrdVw1XuaLSoAG86qnnfFn_B8XDi7_iKVxHLtQf9w8PHsFW4mmbApu2YXM5P3WPUWFblk88ZzD4etms-As7VVIL
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=Reduction+of+pesticide+application+via+real-time+precision+spraying&rft.jtitle=Scientific+reports&rft.au=Zanin%2C+Alex+Rogers+Aguiar&rft.au=Neves%2C+Danilo+Carvalho&rft.au=Teodoro%2C+Larissa+Pereira+Ribeiro&rft.au=da+Silva+J%C3%BAnior%2C+Carlos+Antonio&rft.date=2022-04-04&rft.pub=Nature+Publishing+Group+UK&rft.eissn=2045-2322&rft.volume=12&rft.issue=1&rft_id=info:doi/10.1038%2Fs41598-022-09607-w&rft.externalDocID=10_1038_s41598_022_09607_w
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2045-2322&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2045-2322&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2045-2322&client=summon