Perceived risks and vulnerabilities of employing digitalization and digital data in agriculture – Socially robust orientations from a transdisciplinary process

The digitalization of agricultural production and the use of digital data are fundamentally transforming processes, products, and services of the agro-food systems. Digitalization improves efficiency and facilitates sophisticated farm management, thus increasing productivity, efficacy, and profitabi...

Full description

Saved in:

Bibliographic Details
Published in:	Journal of cleaner production Vol. 358; p. 132034
Main Authors:	Zscheischler, Jana, Brunsch, Reiner, Rogga, Sebastian, Scholz, Roland W.
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 15.07.2022
Subjects:	adverse effects Agri-food system agroecology anthropology digital database Digitalization farm management food security group process meta-analysis new markets Precision farming profitability Risk analysis Smart agriculture stakeholders supply chain Technology assessment Transdisciplinary Smart agriculture Digitalization Precision farming Transdisciplinary Technology assessment Agri-food system Risk analysis
ISSN:	0959-6526
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Abstract	The digitalization of agricultural production and the use of digital data are fundamentally transforming processes, products, and services of the agro-food systems. Digitalization improves efficiency and facilitates sophisticated farm management, thus increasing productivity, efficacy, and profitability. At the same time, it promises many opportunities for a more sustainable and, especially, more ecological and cleaner agricultural production. However, with it comes the potential for a number of unintended side effects and risks that may increase the vulnerability of agricultural production and have, thus far, received scant scientific and societal attention. This article presents the results of a two-year transdisciplinary process that aimed to identify unintended side-effects (short “unseens”) and perceived risks of digitalization in German agriculture. Results base on a triangulation of knowledge integration from the transdisciplinary group process involving twelve representatives from science and practice and an ethnographic qualitative meta-analysis. The findings have shown that, despite digitalization's numerous promises for a more ecological and resource efficient agricultural production, a broad range of risks was perceived by some key stakeholders involved. These risks were anticipated to be caused by unintended negative and uncertain side effects on agro-ecological and social systems. Data rights, the restructuring of the value chain with new market concentrations, power structures and dependencies, changing knowledge requirements for farmers (lacking “digital literacy”), and information asymmetries that may cause potentially negative effects on food security were identified as causal factors. Based on these results, we co-developed socially robust orientations (SoROs) for coping with resulting risks and vulnerabilities. We argue that these SoROs provide perspectives on how anticipated knowledge can be turned into responsible action within the RRI (responsible research and innovation) framework. Finally, with regard to the preventive and anticipatory paradigm of “cleaner production”, our transdisciplinary methodology shows a way to adaptively govern the highly complex socio-technological transitions of digitalization in agriculture in the sense of a sustainability-oriented transformation. •Digitalization comes with many promises, but risks remained unseen so far.•Results from this transdisciplinary process show a broad range of perceived risks.•However, actors' perceptions vary greatly and depend on their values and interests.•This poses challenges for shaping the digitalization in a socially responsible way.•We show how co-developed, socially robust orientations point a way forward.
AbstractList	The digitalization of agricultural production and the use of digital data are fundamentally transforming processes, products, and services of the agro-food systems. Digitalization improves efficiency and facilitates sophisticated farm management, thus increasing productivity, efficacy, and profitability. At the same time, it promises many opportunities for a more sustainable and, especially, more ecological and cleaner agricultural production. However, with it comes the potential for a number of unintended side effects and risks that may increase the vulnerability of agricultural production and have, thus far, received scant scientific and societal attention. This article presents the results of a two-year transdisciplinary process that aimed to identify unintended side-effects (short “unseens”) and perceived risks of digitalization in German agriculture. Results base on a triangulation of knowledge integration from the transdisciplinary group process involving twelve representatives from science and practice and an ethnographic qualitative meta-analysis. The findings have shown that, despite digitalization's numerous promises for a more ecological and resource efficient agricultural production, a broad range of risks was perceived by some key stakeholders involved. These risks were anticipated to be caused by unintended negative and uncertain side effects on agro-ecological and social systems. Data rights, the restructuring of the value chain with new market concentrations, power structures and dependencies, changing knowledge requirements for farmers (lacking “digital literacy”), and information asymmetries that may cause potentially negative effects on food security were identified as causal factors. Based on these results, we co-developed socially robust orientations (SoROs) for coping with resulting risks and vulnerabilities. We argue that these SoROs provide perspectives on how anticipated knowledge can be turned into responsible action within the RRI (responsible research and innovation) framework. Finally, with regard to the preventive and anticipatory paradigm of “cleaner production”, our transdisciplinary methodology shows a way to adaptively govern the highly complex socio-technological transitions of digitalization in agriculture in the sense of a sustainability-oriented transformation. •Digitalization comes with many promises, but risks remained unseen so far.•Results from this transdisciplinary process show a broad range of perceived risks.•However, actors' perceptions vary greatly and depend on their values and interests.•This poses challenges for shaping the digitalization in a socially responsible way.•We show how co-developed, socially robust orientations point a way forward. The digitalization of agricultural production and the use of digital data are fundamentally transforming processes, products, and services of the agro-food systems. Digitalization improves efficiency and facilitates sophisticated farm management, thus increasing productivity, efficacy, and profitability. At the same time, it promises many opportunities for a more sustainable and, especially, more ecological and cleaner agricultural production. However, with it comes the potential for a number of unintended side effects and risks that may increase the vulnerability of agricultural production and have, thus far, received scant scientific and societal attention. This article presents the results of a two-year transdisciplinary process that aimed to identify unintended side-effects (short “unseens”) and perceived risks of digitalization in German agriculture. Results base on a triangulation of knowledge integration from the transdisciplinary group process involving twelve representatives from science and practice and an ethnographic qualitative meta-analysis. The findings have shown that, despite digitalization's numerous promises for a more ecological and resource efficient agricultural production, a broad range of risks was perceived by some key stakeholders involved. These risks were anticipated to be caused by unintended negative and uncertain side effects on agro-ecological and social systems. Data rights, the restructuring of the value chain with new market concentrations, power structures and dependencies, changing knowledge requirements for farmers (lacking “digital literacy”), and information asymmetries that may cause potentially negative effects on food security were identified as causal factors. Based on these results, we co-developed socially robust orientations (SoROs) for coping with resulting risks and vulnerabilities. We argue that these SoROs provide perspectives on how anticipated knowledge can be turned into responsible action within the RRI (responsible research and innovation) framework. Finally, with regard to the preventive and anticipatory paradigm of “cleaner production”, our transdisciplinary methodology shows a way to adaptively govern the highly complex socio-technological transitions of digitalization in agriculture in the sense of a sustainability-oriented transformation.
ArticleNumber	132034
Author	Scholz, Roland W. Rogga, Sebastian Zscheischler, Jana Brunsch, Reiner
Author_xml	– sequence: 1 givenname: Jana surname: Zscheischler fullname: Zscheischler, Jana email: jana.zscheischler@zalf.de organization: Leibniz Centre for Agricultural Landscape Research, Eberswalder Str. 84, 15374, Müncheberg, Germany – sequence: 2 givenname: Reiner surname: Brunsch fullname: Brunsch, Reiner organization: Leibniz Institute for Agricultural Engineering and Bioeconomy, Max-Eyth-Allee 100, 14469, Potsdam, Germany – sequence: 3 givenname: Sebastian surname: Rogga fullname: Rogga, Sebastian organization: Leibniz Centre for Agricultural Landscape Research, Eberswalder Str. 84, 15374, Müncheberg, Germany – sequence: 4 givenname: Roland W. surname: Scholz fullname: Scholz, Roland W. organization: Danube University Krems, Dr.-Karl-Dorrek-Strasse 30, 3500, Krems, Austria
BookMark	eNqFkU1uFDEQhb0IUn7IEZC8ZDODf9rtGbFAKIKAFAkksrfcdvWoBo892O6RhlXukBNwNU6Ck54Vm3hhS6X3VfnVuyRnMUUg5A1nS854_2673LoA-5yWggmx5FIw2Z2RC7ZW60WvRH9OLkvZMsY1090F-fMdsgM8gKcZy89CbfT0MIUI2Q4YsCIUmkYKu31IR4wb6nGD1Qb8bSum-Kw_lai31VJstU1GN4U6ZaB_Hx7pj-TQhnCkOQ1TqTRlhFif-ULHnHbU0pptLB6Lw33AaPORNhMOSnlNXo02FLg-vVfk_vOn-5svi7tvt19vPt4tXKdUXUhuuRB8pXrwkmlQWjMmdd-PSvpx1a1HoZxWrpOdXA0D8B6GFfBRj93aCi-vyNu5bRv7a4JSza59BkKwEdJUjOi1aqfdTfp-lrqcSskwGoezm2YCg-HMPGVhtuaUhXnKwsxZNFr9R-8z7prhF7kPMwdtCQeEbNquIDrwmMFV4xO-0OEfwrSwmw
CitedBy_id	crossref_primary_10_1051_e3sconf_202345806006 crossref_primary_10_3389_fsufs_2025_1624753 crossref_primary_10_1016_j_jclepro_2024_141572 crossref_primary_10_1016_j_jrurstud_2025_103568 crossref_primary_10_1002_jsc_70010 crossref_primary_10_1016_j_agsy_2024_104222 crossref_primary_10_24857_rgsa_v19n1_026 crossref_primary_10_1007_s10460_025_10750_z crossref_primary_10_1016_j_cie_2023_109172 crossref_primary_10_1111_1477_8947_12599 crossref_primary_10_3390_app122412844 crossref_primary_10_1080_13675567_2025_2514039 crossref_primary_10_1016_j_jrurstud_2024_103390 crossref_primary_10_3390_su16073000 crossref_primary_10_1108_VJIKMS_02_2024_0079 crossref_primary_10_3390_info15010022 crossref_primary_10_1016_j_jclepro_2022_133833 crossref_primary_10_1016_j_techfore_2023_122981 crossref_primary_10_3390_su15097638 crossref_primary_10_1016_j_techsoc_2024_102634 crossref_primary_10_1007_s11625_025_01707_6 crossref_primary_10_3390_su141811626 crossref_primary_10_56407_bs_agrarian_2_2024_53 crossref_primary_10_1007_s10806_023_09917_7 crossref_primary_10_1177_00307270251336474 crossref_primary_10_1016_j_resconrec_2024_107993 crossref_primary_10_1108_BFJ_11_2024_1135 crossref_primary_10_1038_s41598_024_78273_x crossref_primary_10_3390_land14010054 crossref_primary_10_1016_j_jrurstud_2023_103065 crossref_primary_10_1016_j_cose_2025_104650 crossref_primary_10_1186_s40309_024_00230_8 crossref_primary_10_3390_su152215815 crossref_primary_10_1080_0144929X_2023_2185747 crossref_primary_10_1002_sd_2796 crossref_primary_10_3389_fsufs_2023_1248124 crossref_primary_10_3389_frma_2022_1057378 crossref_primary_10_1016_j_techsoc_2024_102763 crossref_primary_10_1007_s44187_025_00480_w crossref_primary_10_1016_j_indic_2025_100860 crossref_primary_10_1177_19427786251347027 crossref_primary_10_1038_s41598_025_85571_5 crossref_primary_10_1016_j_techfore_2024_123281 crossref_primary_10_1016_j_atech_2025_101095 crossref_primary_10_3390_s24134157 crossref_primary_10_1016_j_cjpre_2024_06_004 crossref_primary_10_1108_IJLM_03_2024_0144 crossref_primary_10_1016_j_resourpol_2023_104158 crossref_primary_10_3390_s23187992 crossref_primary_10_3390_agriculture14010099 crossref_primary_10_3390_su141912793 crossref_primary_10_3389_fmars_2024_1376256 crossref_primary_10_3390_agriculture13101859 crossref_primary_10_3390_agriculture12081107 crossref_primary_10_3389_fsufs_2024_1455732 crossref_primary_10_3390_agriculture13061177 crossref_primary_10_1016_j_jrurstud_2023_03_011 crossref_primary_10_3389_fenvs_2023_1180072 crossref_primary_10_21603_2074_9414_2022_4_2405 crossref_primary_10_1038_s41598_023_51102_3 crossref_primary_10_3390_su17083756 crossref_primary_10_1080_23299460_2025_2511509 crossref_primary_10_1016_j_cie_2025_111215 crossref_primary_10_3389_fsufs_2025_1464020 crossref_primary_10_1016_j_biocon_2025_111108 crossref_primary_10_3390_su17156736
Cites_doi	10.1146/annurev-resource-100518-093929 10.1038/s43016-021-00287-9 10.1890/1051-0761(1998)008[0559:NPOSWW]2.0.CO;2 10.1017/S0020589317000136 10.1016/j.ecoser.2020.101183 10.1016/j.landusepol.2020.104933 10.1177/0018720810376055 10.1098/rspb.2000.1325 10.1057/s41599-019-0380-0 10.1007/s13593-018-0501-y 10.1038/scientificamerican0982-76 10.1038/461472a 10.1007/s11625-019-00675-y 10.1016/j.futures.2014.11.005 10.1177/2053951716648174 10.1080/03066150.2019.1628019 10.1007/s11625-015-0326-4 10.1073/pnas.1707462114 10.1016/j.jrurstud.2019.01.023 10.1016/j.biocon.2019.01.020 10.1016/j.gfs.2019.100347 10.1007/s13280-010-0134-0 10.3390/su9081339 10.1007/s10806-017-9704-5 10.1016/j.compag.2020.105256 10.1108/JBIM-01-2018-0023 10.1080/13669877.2011.634522 10.1111/j.1539-6924.2005.00628.x 10.1016/j.jmsy.2019.10.001 10.1016/j.tree.2021.06.002 10.1038/466531a 10.3389/fsufs.2020.00066 10.1016/j.techsoc.2021.101741 10.1177/0963721416654436 10.5424/sjar/2017151-9573 10.1007/s11625-011-0149-x 10.1007/s11625-020-00794-x 10.5751/ES-06966-190454 10.3390/su10062001 10.1038/35011576 10.1111/j.1539-6924.2010.01528.x 10.1111/j.1755-263X.2008.00007.x 10.3390/su14073905 10.1016/j.jrurstud.2021.05.003 10.3389/frai.2020.00027 10.1002/sres.2274 10.1016/j.erss.2016.04.001 10.5209/tekn.69475 10.22215/timreview/1135 10.1016/j.agsy.2021.103120 10.1016/j.scitotenv.2018.09.139 10.1007/s10460-020-10145-2 10.1007/s11119-020-09757-9 10.1111/soru.12120 10.1016/j.foodpol.2020.102019 10.1016/S0167-8809(00)00219-X 10.1518/hfes.46.1.50.30392 10.1080/14719030410001675722 10.1016/j.agsy.2017.01.023 10.1109/TSG.2013.2238261 10.1016/j.irfa.2015.11.005 10.1007/s10551-018-3921-3 10.1016/j.agsy.2020.103046 10.3390/su10020440
ContentType	Journal Article
Copyright	2022 The Author(s)
Copyright_xml	– notice: 2022 The Author(s)
DBID	6I. AAFTH AAYXX CITATION 7S9 L.6
DOI	10.1016/j.jclepro.2022.132034
DatabaseName	ScienceDirect Open Access Titles Elsevier:ScienceDirect:Open Access CrossRef AGRICOLA AGRICOLA - Academic
DatabaseTitle	CrossRef AGRICOLA AGRICOLA - Academic
DatabaseTitleList	AGRICOLA
DeliveryMethod	fulltext_linktorsrc
Discipline	Engineering Anthropology
ExternalDocumentID	10_1016_j_jclepro_2022_132034 S0959652622016419
GroupedDBID	--K --M ..I .~1 0R~ 1B1 1RT 1~. 1~5 4.4 457 4G. 5GY 5VS 6I. 7-5 71M 8P~ 9JM 9JN AABNK AACTN AAEDT AAEDW AAFTH AAHBH AAHCO AAIKJ AAKOC AALRI AAOAW AAQFI AARJD AATTM AAXKI AAXUO ABFYP ABJNI ABLST ABMAC ACDAQ ACGFS ACRLP ADBBV ADEZE AEBSH AEIPS AEKER AENEX AFTJW AFXIZ AGHFR AGUBO AGYEJ AHEUO AHHHB AHIDL AIEXJ AIKHN AITUG AKIFW AKRWK ALMA_UNASSIGNED_HOLDINGS AMRAJ ANKPU AXJTR BELTK BKOJK BLECG BLXMC BNPGV CS3 DU5 EBS EFJIC EFLBG EO8 EO9 EP2 EP3 FDB FIRID FNPLU FYGXN G-Q GBLVA HMC IHE J1W JARJE K-O KCYFY KOM LY9 M41 MO0 MS~ N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 RNS ROL RPZ SCC SDF SDG SDP SEN SES SPC SPCBC SSH SSJ SSR SSZ T5K ~G- 29K 9DU AAQXK AAYWO AAYXX ABFNM ABWVN ABXDB ACLOT ACRPL ACVFH ADCNI ADHUB ADMUD ADNMO AEGFY AEUPX AFJKZ AFPUW AGQPQ AIGII AIIUN AKBMS AKYEP APXCP ASPBG AVWKF AZFZN CITATION D-I EFKBS EJD FEDTE FGOYB G-2 HVGLF HZ~ R2- SEW WUQ ZY4 ~HD 7S9 L.6
ID	FETCH-LOGICAL-c455t-31a1221856ed307e577003766f53df849f25c75c43438bbe16eb8e1f7f49a2d3
ISICitedReferencesCount	81
ISICitedReferencesURI	http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000800002900003&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN	0959-6526
IngestDate	Sun Sep 28 05:59:33 EDT 2025 Tue Nov 18 21:02:08 EST 2025 Sat Nov 29 07:08:36 EST 2025 Sun Apr 06 06:52:58 EDT 2025
IsDoiOpenAccess	true
IsOpenAccess	true
IsPeerReviewed	true
IsScholarly	true
Keywords	Smart agriculture Digitalization Precision farming Transdisciplinary Technology assessment Agri-food system Risk analysis
Language	English
License	This is an open access article under the CC BY license.
LinkModel	OpenURL
MergedId	FETCHMERGED-LOGICAL-c455t-31a1221856ed307e577003766f53df849f25c75c43438bbe16eb8e1f7f49a2d3
Notes	ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23
OpenAccessLink	https://dx.doi.org/10.1016/j.jclepro.2022.132034
PQID	2675555675
PQPubID	24069
ParticipantIDs	proquest_miscellaneous_2675555675 crossref_citationtrail_10_1016_j_jclepro_2022_132034 crossref_primary_10_1016_j_jclepro_2022_132034 elsevier_sciencedirect_doi_10_1016_j_jclepro_2022_132034
PublicationCentury	2000
PublicationDate	2022-07-15
PublicationDateYYYYMMDD	2022-07-15
PublicationDate_xml	– month: 07 year: 2022 text: 2022-07-15 day: 15
PublicationDecade	2020
PublicationTitle	Journal of cleaner production
PublicationYear	2022
Publisher	Elsevier Ltd
Publisher_xml	– name: Elsevier Ltd
References	Nowotny, Scott, Gibbons (bib58) 2001 Klerkx, Rose (bib41) 2020; 24 Salvini, Hofstede, Verdouw, Rijswijk, Klerkx (bib74) 2020 Renn, Klinke, van Asselt (bib67) 2011; 40 Scholz, Berger, Brunsch, Lehmann, Zscheischler (bib79) 2021 Schneider, Kläy, Zimmermann, Buser, Ingalls, Messerli (bib76) 2019; 14 Ross, Hopkinson, Pachter (bib72) 2013; 4 Cobby Avaria (bib19) 2020; 17 Parasuraman, Manzey (bib60) 2010; 52 Aravind, Raja, Pérez Ruiz (bib2) 2017; 15 Bryman (bib12) 2016 Mielke, Vermaßen, Ellenbeck, Fernandez Milan, Jaeger (bib53) 2016; 17 Zscheischler, Rogga, Brunsch, Buitkamp, Scholz (bib98) 2021 Jenkins-Smith, Smith (bib38) 2019 Carpenter, Caraco, Correll, Howarth, Sharpley, Smith (bib16) 1998; 8 Regan (bib65) 2019; 90–91 Owen, Stilgoe, Macnaghten, Gorman, Fisher, Guston (bib59) 2013 Carolan (bib15) 2017; 57 Linkov, Trump, Poinsatte-Jones, Florin (bib48) 2018; 10 Mooney (bib54) 2018 Pohle, Thiel (bib62) 2020 Zhai, Martínez, Beltran, Martínez (bib96) 2020; 170 Nowack, Hoffmann (bib57) 2020; 47 Rotz, Gravely, Mosby, Duncan, Finnis, Horgan, LeBlanc, Martin, Neufeld, Nixon, Pant, Shalla, Fraser (bib73) 2019; 68 Rockström, Steffen, Noone, Persson, Chapin, Lambin, Lenton, Scheffer, Folke, Schellnhuber, Nykvist, Wit, Hughes, van der Leeuw, Rodhe, Sörlin, Snyder, Costanza, Svedin, Falkenmark, Karlberg, Corell, Fabry, Hansen, Walker, Liverman, Richardson, Crutzen, Foley (bib69) 2009; 461 Qi, Tao, Hu, Anwer, Liu, Wei, Wang, Nee (bib63) 2021; 58 Scholz, Steiner (bib81) 2015; 10 Slovic, Fischhoff, Lichtenstein (bib87) 1986 Tansey, Rayner (bib89) 2010 Zscheischler, Brunsch, Griepentrog, Tölle-Nolting, Rogga, Berger, Lehmann, Strobel-Unbehaun, Reichel, Ober, Scholz (bib100) 2021 Bergmann, Jahn, Knobloch, Krohn, Pohl, Schramm (bib6) 2012 Douglas (bib22) 1997 Scholz, Bartelsman, Diefenbach, Franke, Grunwald, Helbing, Hill, Hilty, Höjer, Klauser, Montag, Parycek, Prote, Renn, Reichel, Schuh, Steiner, Viale Pereira (bib77) 2018; 10 Ingram, Maye (bib35) 2020; 4 Rose, Wheeler, Winter, Lobley, Chivers (bib71) 2021; 100 Norris (bib56) 2008; 1 Donald, Green, Heath (bib21) 2001 Lang, Wiek, Bergmann, Stauffacher, Martens, Moll, Swilling, Thomas (bib44) 2012; 7 Rijswijk, Klerkx, Bacco, Bartolini, Bulten, Debruyne, Dessein, Scotti, Brunori (bib68) 2021; 85 Sparrow, Howard (bib88) 2021; 22 Aven (bib3) 2011; 31 Carbonell (bib14) 2016 Hardjono, Shrier, Pentland (bib32) 2019 Martens, Zscheischler (bib50) 2022; 14 Bondoc (bib7) 2018; 16–19 Wildavsky, Dake (bib94) 1990; 119 Fourneret, Yvert (bib28) 2020; 3 Bronson, Knezevic (bib10) 2016; 3 Reichel, Pascher, Scholz, Berger, Brunsch, Strobel-Unbehaun, Tölle-Nolting, Rogga, Zscheischler (bib66) 2021 Klerkx, Jakku, Labarthe (bib40) 2019; 90–91 Walter, Finger, Huber, Buchmann (bib92) 2017; 114 Singh (bib86) 2000; 82 Eastwood, Klerkx, Ayre, Dela Rue (bib23) 2019; 32 Verdouw, Tekinerdogan, Beulens, Wolfert (bib91) 2021; 189 Johnson, Swedlow (bib39) 2021; 41 Mielke, Vermaßen, Ellenbeck (bib52) 2017; 114 Fleming, Jakku, Lim-Camacho, Taylor, Thorburn (bib27) 2018; 38 Pfeiffer, Gabriel, Gandorfer (bib61) 2021; 38 Huber (bib34) 2004 Koltay (bib42) 2011; 33 Fleming, Jakku, Fielke, Taylor, Lacey, Terhorst, Stitzlein (bib26) 2021; 190 Chadwick (bib18) 2017; 66 Weingart (bib93) 2017 Balafoutis, Beck, Fountas, Vangeyte, Wal, Soto, Gómez-Barbero, Barnes, Eory (bib4) 2017; 9 Ehlers, Huber, Finger (bib24) 2021 Jakku, Taylor, Fleming, Mason, Fielke, Sounness, Thorburn (bib36) 2019; 90–91 Galaz, Centeno, Callahan, Causevic, Patterson, Brass, Baum, Farber, Fischer, Garcia, McPhearson, Jimenez, King, Larcey, Levy (bib29) 2021; 67 Scholz, Blumer, Brand (bib80) 2012; 15 Zscheischler, Rogga (bib97) 2015; 65 Scholz, Tietje (bib82) 2002 Grasmück, Scholz (bib31) 2005; 25 Andreasson, Bekiros, Nguyen, Uddin (bib1) 2016; 43 Lajoie-O'Malley, Bronson, van der Burg, Klerkx (bib43) 2020; 45 Sánchez-Bayo, Wyckhuys (bib75) 2019; 232 Schwarz, Thompson (bib83) 1990 Scholz (bib78) 2020; 15 Lewandowsky, Oberauer (bib47) 2016; 25 Lee, See (bib46) 2004; 46 Jayashankar, Nilakanta, Johnston, Gill, Burres (bib37) 2018; 33 (bib17) 2000 Zscheischler, Rogga, Weith (bib99) 2014; 31 Trendov, Varas, Zeng (bib90) 2019 Shamshiri, Weltzien, Hameed, Yule, Grift, Balasundram, Pitonakova, Ahmad, Chowdhary (bib84) 2018 Finger, Swinton, El Benni, Walter (bib25) 2019; 11 Gibbons (bib30) 1999; 402 Lüders (bib49) 2004 Borlaug (bib8) 2010; 466 Bryson (bib13) 2004; 6 Moore, Tjornbo, Enfors, Knapp, Hodbod, Baggio, Norström, Olsson, Biggs (bib55) 2014; 19 Bammer, O'Rourke, O'Connell, Neuhauser, Midgley, Klein, Grigg, Gadlin, Elsum, Bursztyn, Fulton, Pohl, Smithson, Vilsmaier, Bergmann, Jaeger, Merkx, Vienni Baptista, Burgman, Walker, Young, Bradbury, Crawford, Haryanto, Pachanee, Polk, Richardson (bib5) 2020; 6 Daum (bib20) 2021; 36 Wolfert, Ge, Verdouw, Bogaardt (bib95) 2017; 153 Siegrist, Earle, Gutscher (bib85) 2010 Brunsch, Scholz, Zscheischler (bib11) 2021 (bib33) 2020 Rasmussen (bib64) 1982; 247 Rose, Lyon, Boon, Hanheide, Pearson (bib70) 2021; 2 Bronson (bib9) 2018; 8 Martin (bib51) 2019; 160 Le Moal, Gascuel-Odoux, Ménesguen, Souchon, Étrillard, Levain, Moatar, Pannard, Souchu, Lefebvre, Pinay (bib45) 2019; 651 Douglas (10.1016/j.jclepro.2022.132034_bib22) 1997 Rotz (10.1016/j.jclepro.2022.132034_bib73) 2019; 68 Singh (10.1016/j.jclepro.2022.132034_bib86) 2000; 82 Scholz (10.1016/j.jclepro.2022.132034_bib80) 2012; 15 Eastwood (10.1016/j.jclepro.2022.132034_bib23) 2019; 32 Scholz (10.1016/j.jclepro.2022.132034_bib77) 2018; 10 Jenkins-Smith (10.1016/j.jclepro.2022.132034_bib38) 2019 Klerkx (10.1016/j.jclepro.2022.132034_bib41) 2020; 24 Norris (10.1016/j.jclepro.2022.132034_bib56) 2008; 1 Aravind (10.1016/j.jclepro.2022.132034_bib2) 2017; 15 Lang (10.1016/j.jclepro.2022.132034_bib44) 2012; 7 (10.1016/j.jclepro.2022.132034_bib17) 2000 Lewandowsky (10.1016/j.jclepro.2022.132034_bib47) 2016; 25 Daum (10.1016/j.jclepro.2022.132034_bib20) 2021; 36 Regan (10.1016/j.jclepro.2022.132034_bib65) 2019; 90–91 Klerkx (10.1016/j.jclepro.2022.132034_bib40) 2019; 90–91 Aven (10.1016/j.jclepro.2022.132034_bib3) 2011; 31 Brunsch (10.1016/j.jclepro.2022.132034_bib11) 2021 Mielke (10.1016/j.jclepro.2022.132034_bib52) 2017; 114 Rockström (10.1016/j.jclepro.2022.132034_bib69) 2009; 461 Verdouw (10.1016/j.jclepro.2022.132034_bib91) 2021; 189 Le Moal (10.1016/j.jclepro.2022.132034_bib45) 2019; 651 Wildavsky (10.1016/j.jclepro.2022.132034_bib94) 1990; 119 Johnson (10.1016/j.jclepro.2022.132034_bib39) 2021; 41 Chadwick (10.1016/j.jclepro.2022.132034_bib18) 2017; 66 Slovic (10.1016/j.jclepro.2022.132034_bib87) 1986 (10.1016/j.jclepro.2022.132034_bib33) 2020 Scholz (10.1016/j.jclepro.2022.132034_bib82) 2002 Rose (10.1016/j.jclepro.2022.132034_bib71) 2021; 100 Pfeiffer (10.1016/j.jclepro.2022.132034_bib61) 2021; 38 Carpenter (10.1016/j.jclepro.2022.132034_bib16) 1998; 8 Scholz (10.1016/j.jclepro.2022.132034_bib81) 2015; 10 Andreasson (10.1016/j.jclepro.2022.132034_bib1) 2016; 43 Lee (10.1016/j.jclepro.2022.132034_bib46) 2004; 46 Scholz (10.1016/j.jclepro.2022.132034_bib78) 2020; 15 Walter (10.1016/j.jclepro.2022.132034_bib92) 2017; 114 Bryman (10.1016/j.jclepro.2022.132034_bib12) 2016 Martin (10.1016/j.jclepro.2022.132034_bib51) 2019; 160 Bryson (10.1016/j.jclepro.2022.132034_bib13) 2004; 6 Jayashankar (10.1016/j.jclepro.2022.132034_bib37) 2018; 33 Ross (10.1016/j.jclepro.2022.132034_bib72) 2013; 4 Nowotny (10.1016/j.jclepro.2022.132034_bib58) 2001 Donald (10.1016/j.jclepro.2022.132034_bib21) 2001 Nowack (10.1016/j.jclepro.2022.132034_bib57) 2020; 47 Galaz (10.1016/j.jclepro.2022.132034_bib29) 2021; 67 Huber (10.1016/j.jclepro.2022.132034_bib34) 2004 Pohle (10.1016/j.jclepro.2022.132034_bib62) Hardjono (10.1016/j.jclepro.2022.132034_bib32) 2019 Zscheischler (10.1016/j.jclepro.2022.132034_bib97) 2015; 65 Gibbons (10.1016/j.jclepro.2022.132034_bib30) 1999; 402 Bronson (10.1016/j.jclepro.2022.132034_bib9) 2018; 8 Rose (10.1016/j.jclepro.2022.132034_bib70) 2021; 2 Carbonell (10.1016/j.jclepro.2022.132034_bib14) Rasmussen (10.1016/j.jclepro.2022.132034_bib64) 1982; 247 Scholz (10.1016/j.jclepro.2022.132034_bib79) 2021 Bronson (10.1016/j.jclepro.2022.132034_bib10) 2016; 3 Martens (10.1016/j.jclepro.2022.132034_bib50) 2022; 14 Borlaug (10.1016/j.jclepro.2022.132034_bib8) 2010; 466 Lajoie-O'Malley (10.1016/j.jclepro.2022.132034_bib43) 2020; 45 Fleming (10.1016/j.jclepro.2022.132034_bib27) 2018; 38 Mooney (10.1016/j.jclepro.2022.132034_bib54) 2018 Renn (10.1016/j.jclepro.2022.132034_bib67) 2011; 40 Siegrist (10.1016/j.jclepro.2022.132034_bib85) 2010 Rijswijk (10.1016/j.jclepro.2022.132034_bib68) 2021; 85 Bergmann (10.1016/j.jclepro.2022.132034_bib6) 2012 Tansey (10.1016/j.jclepro.2022.132034_bib89) 2010 Sparrow (10.1016/j.jclepro.2022.132034_bib88) 2021; 22 Zhai (10.1016/j.jclepro.2022.132034_bib96) 2020; 170 Zscheischler (10.1016/j.jclepro.2022.132034_bib99) 2014; 31 Lüders (10.1016/j.jclepro.2022.132034_bib49) 2004 Zscheischler (10.1016/j.jclepro.2022.132034_bib98) 2021 Ehlers (10.1016/j.jclepro.2022.132034_bib24) 2021 Balafoutis (10.1016/j.jclepro.2022.132034_bib4) 2017; 9 Mielke (10.1016/j.jclepro.2022.132034_bib53) 2016; 17 Bondoc (10.1016/j.jclepro.2022.132034_bib7) 2018; 16–19 Carolan (10.1016/j.jclepro.2022.132034_bib15) 2017; 57 Reichel (10.1016/j.jclepro.2022.132034_bib66) 2021 Sánchez-Bayo (10.1016/j.jclepro.2022.132034_bib75) 2019; 232 Wolfert (10.1016/j.jclepro.2022.132034_bib95) 2017; 153 Fleming (10.1016/j.jclepro.2022.132034_bib26) 2021; 190 Grasmück (10.1016/j.jclepro.2022.132034_bib31) 2005; 25 Schwarz (10.1016/j.jclepro.2022.132034_bib83) 1990 Cobby Avaria (10.1016/j.jclepro.2022.132034_bib19) 2020; 17 Qi (10.1016/j.jclepro.2022.132034_bib63) 2021; 58 Shamshiri (10.1016/j.jclepro.2022.132034_bib84) 2018 Jakku (10.1016/j.jclepro.2022.132034_bib36) 2019; 90–91 Ingram (10.1016/j.jclepro.2022.132034_bib35) 2020; 4 Owen (10.1016/j.jclepro.2022.132034_bib59) 2013 Trendov (10.1016/j.jclepro.2022.132034_bib90) 2019 Bammer (10.1016/j.jclepro.2022.132034_bib5) 2020; 6 Finger (10.1016/j.jclepro.2022.132034_bib25) 2019; 11 Linkov (10.1016/j.jclepro.2022.132034_bib48) 2018; 10 Salvini (10.1016/j.jclepro.2022.132034_bib74) 2020 Weingart (10.1016/j.jclepro.2022.132034_bib93) 2017 Zscheischler (10.1016/j.jclepro.2022.132034_bib100) 2021 Moore (10.1016/j.jclepro.2022.132034_bib55) 2014; 19 Koltay (10.1016/j.jclepro.2022.132034_bib42) 2011; 33 Fourneret (10.1016/j.jclepro.2022.132034_bib28) 2020; 3 Parasuraman (10.1016/j.jclepro.2022.132034_bib60) 2010; 52 Schneider (10.1016/j.jclepro.2022.132034_bib76) 2019; 14
References_xml	– start-page: 222 year: 2004 end-page: 230 ident: bib49 article-title: Field observation and ethnography publication-title: A Companion to Qualitative Research – volume: 47 start-page: 420 year: 2020 end-page: 429 ident: bib57 article-title: ‘We are fed up’ – encountering the complex German call for sustainable, small-scale agriculture publication-title: J. Peasant Stud. – volume: 36 start-page: 774 year: 2021 end-page: 777 ident: bib20 article-title: Farm robots: ecological utopia or dystopia? publication-title: Trends Ecol. Evol. – volume: 90–91 year: 2019 ident: bib40 article-title: A review of social science on digital agriculture, smart farming and agriculture 4.0: new contributions and a future research agenda publication-title: NJAS - Wageningen J. Life Sci. – volume: 10 start-page: 2001 year: 2018 ident: bib77 article-title: Unintended side effects of the digital transition: European scientists' messages from a proposition-based expert round table publication-title: Sustainability – start-page: 173 year: 2021 end-page: 182 ident: bib98 article-title: Automatisierung publication-title: Supplementarische Informationen zum DiDaT Weißbuch: Orientierungen verantwortungsvoller Umgang mit Daten - Orientierungen eines transdisziplinären Prozesses. Supplementarische Informationen zum DiDaT Weißbuch – year: 2019 ident: bib32 article-title: Trusted Data: A New Framework for Identity and Data Sharing – volume: 10 start-page: 440 year: 2018 ident: bib48 article-title: Governance strategies for a sustainable digital world publication-title: Sustainability – volume: 153 start-page: 69 year: 2017 end-page: 80 ident: bib95 article-title: Big data in smart farming – a review publication-title: Agric. Syst. – volume: 41 start-page: 429 year: 2021 end-page: 455 ident: bib39 publication-title: Cultural Theory's Contributions to Risk Analysis: A Thematic Review with Directions and Resources for Further Research – volume: 2 start-page: 306 year: 2021 end-page: 309 ident: bib70 article-title: Responsible development of autonomous robotics in agriculture publication-title: Nat. Food – volume: 651 start-page: 1 year: 2019 end-page: 11 ident: bib45 article-title: Eutrophication: a new wine in an old bottle? publication-title: Sci. Total Environ. – volume: 90–91 year: 2019 ident: bib65 article-title: ‘Smart farming’ in Ireland: a risk perception study with key governance actors publication-title: NJAS - Wageningen J. Life Sci. – volume: 38 start-page: 107 year: 2021 end-page: 128 ident: bib61 article-title: Understanding the public attitudinal acceptance of digital farming technologies: a nationwide survey in Germany publication-title: Agric. Hum. Val. – volume: 25 start-page: 217 year: 2016 end-page: 222 ident: bib47 article-title: Motivated rejection of science publication-title: Curr. Dir. Psychol. Sci. – volume: 10 start-page: 527 year: 2015 end-page: 544 ident: bib81 article-title: The real type and ideal type of transdisciplinary processes: part I—theoretical foundations publication-title: Sustain. Sci. – volume: 22 start-page: 818 year: 2021 end-page: 833 ident: bib88 article-title: Robots in agriculture: prospects, impacts, ethics, and policy publication-title: Precis. Agric. – volume: 170 start-page: 105256 year: 2020 ident: bib96 article-title: Decision support systems for agriculture 4.0: survey and challenges publication-title: Comput. Electron. Agric. – volume: 9 start-page: 1339 year: 2017 ident: bib4 article-title: Precision agriculture technologies positively contributing to GHG emissions mitigation, farm productivity and economics publication-title: Sustainability – year: 2019 ident: bib38 article-title: Ideology, culture, and risk perception publication-title: Politics, Policy, and Culture – volume: 3 year: 2016 ident: bib10 article-title: Big Data in food and agriculture publication-title: Big Data Soc. – volume: 7 start-page: 25 year: 2012 end-page: 43 ident: bib44 article-title: Transdisciplinary research in sustainability science: practice, principles, and challenges publication-title: Sustain. Sci. – volume: 32 start-page: 741 year: 2019 end-page: 768 ident: bib23 article-title: Managing socio-ethical challenges in the development of smart farming: from a fragmented to a comprehensive approach for responsible research and innovation publication-title: J. Agric. Environ. Ethics – volume: 85 start-page: 79 year: 2021 end-page: 90 ident: bib68 article-title: Digital transformation of agriculture and rural areas: a socio-cyber-physical system framework to support responsibilisation publication-title: J. Rural Stud. – volume: 160 start-page: 835 year: 2019 end-page: 850 ident: bib51 article-title: Ethical implications and accountability of algorithms publication-title: J. Bus. Ethics – year: 2019 ident: bib90 article-title: Digital Technologies in Agriculture and Rural Areas–Status Report – volume: 114 start-page: E10648 year: 2017 end-page: E10657 ident: bib52 article-title: Ideals, practices, and future prospects of stakeholder involvement in sustainability science publication-title: Proceedings of the National Academy of Sciences of the United States of America – volume: 40 start-page: 231 year: 2011 end-page: 246 ident: bib67 article-title: Coping with complexity, uncertainty and ambiguity in risk governance: a synthesis publication-title: Ambio – year: 2021 ident: bib24 article-title: Agricultural policy in the era of digitalisation publication-title: Food Pol. – volume: 8 start-page: 559 year: 1998 end-page: 568 ident: bib16 article-title: Nonpoint pollution of surface waters with phosporus and nitrogen publication-title: Ecol. Appl. – start-page: 156 year: 2021 end-page: 163 ident: bib66 article-title: Agrarökologische auswirkungen publication-title: Supplementarische Informationen zum DiDaT Weißbuch: Orientierungen verantwortungsvoller Umgang mit Daten - Orientierungen eines transdisziplinären Prozesses. Supplementarische Informationen zum DiDaT Weißbuch – volume: 16–19 year: 2018 ident: bib7 article-title: European regulation in the veterinary sanitary and food safety area, a component of the European policies on the safety of food products and the protection of consumer interests: a 2007 retrospective. Part Two: regulations publication-title: Univ. Juridic – volume: 52 start-page: 381 year: 2010 end-page: 410 ident: bib60 article-title: Complacency and bias in human use of automation: an attentional integration publication-title: Hum. Factors – volume: 14 start-page: 1593 year: 2019 end-page: 1604 ident: bib76 article-title: How can science support the 2030 Agenda for Sustainable Development? Four tasks to tackle the normative dimension of sustainability publication-title: Sustain. Sci. – volume: 100 year: 2021 ident: bib71 article-title: Agriculture 4.0: making it work for people, production, and the planet publication-title: Land Use Pol. – volume: 189 year: 2021 ident: bib91 article-title: Digital twins in smart farming publication-title: Agric. Syst. – start-page: 1934 year: 2018 end-page: 6344 ident: bib84 article-title: Research and Development in Agricultural Robotics: A Perspective of Digital Farming – start-page: 294 year: 2012 ident: bib6 article-title: Methods for Transdisciplinary Research: A Primer for Practice – volume: 15 start-page: 313 year: 2012 end-page: 330 ident: bib80 article-title: Risk, vulnerability, robustness, and resilience from a decision-theoretic perspective publication-title: J. Risk Res. – volume: 17 start-page: 224 year: 2020 end-page: 238 ident: bib19 article-title: Searching for sustainability in the digital agriculture debate: an alternative approach for a systemic transition publication-title: Teknokultura – volume: 25 start-page: 611 year: 2005 end-page: 622 ident: bib31 article-title: Risk perception of heavy metal soil contamination by high-exposed and low-exposed inhabitants: the role of knowledge and emotional concerns publication-title: Risk Anal. – start-page: 176 year: 1990 ident: bib83 article-title: Divided We Stand: Redefining Politics, Technology, and Social Choice – volume: 8 start-page: 7 year: 2018 end-page: 14 ident: bib9 article-title: Smart farming: including rights holders for responsible agricultural innovation publication-title: TIM Rev. – volume: 247 start-page: 76 year: 1982 end-page: 89 ident: bib64 article-title: The mechanization of agriculture publication-title: Sci. Am. – volume: 6 start-page: 1 year: 2020 end-page: 16 ident: bib5 article-title: Expertise in research integration and implementation for tackling complex problems: when is it needed, where can it be found and how can it be strengthened? publication-title: Palgrave Commun. – start-page: 164 year: 2021 end-page: 172 ident: bib11 article-title: Agrar-datenrechte publication-title: Supplementarische Informationen zum DiDaT Weißbuch: Orientierungen verantwortungsvoller Umgang mit Daten - Orientierungen eines transdisziplinären Prozesses. Supplementarische Informationen zum DiDaT Weißbuch – start-page: 143 year: 2017 end-page: 156 ident: bib93 article-title: How robust is “socially robust knowledge” publication-title: Knowledge and Democracy: A 21st Century Perspective – volume: 82 start-page: 97 year: 2000 end-page: 103 ident: bib86 article-title: Environmental consequences of agricultural development: a case study from the Green Revolution state of Haryana, India publication-title: Agric. Ecosyst. Environ. – year: 2004 ident: bib34 article-title: Robust Statistics – volume: 31 start-page: 515 year: 2011 end-page: 522 ident: bib3 article-title: On some recent definitions and analysis frameworks for risk, vulnerability, and resilience publication-title: Risk Anal.: an off. publ. Soc. Risk Anal. – year: 2020 ident: bib33 article-title: Food Security and Nutrition Building a Global Narrative towards 2030.: A Report by the High Level Panel of Experts on Food Security and Nutrition of the Committee – volume: 232 start-page: 8 year: 2019 end-page: 27 ident: bib75 article-title: Worldwide decline of the entomofauna: a review of its drivers publication-title: Biol. Conserv. – year: 2020 ident: bib62 article-title: Digital sovereignty – year: 2010 ident: bib89 article-title: Cultural theory and risk publication-title: Handbook of Risk and Crisis Communication – volume: 67 year: 2021 ident: bib29 article-title: Artificial intelligence, systemic risks, and sustainability publication-title: Technol. Soc. – start-page: 121 year: 1997 end-page: 132 ident: bib22 article-title: The depoliticization of risk publication-title: Culture Matters: Essays in Honor of Aaron Wildavsky – volume: 190 year: 2021 ident: bib26 article-title: Foresighting Australian digital agricultural futures: applying responsible innovation thinking to anticipate research and development impact under different scenarios publication-title: Agric. Syst. – volume: 24 year: 2020 ident: bib41 article-title: Dealing with the game-changing technologies of Agriculture 4.0: how do we manage diversity and responsibility in food system transition pathways? publication-title: Global Food Secur. – volume: 19 year: 2014 ident: bib55 article-title: Studying the complexity of change: toward an analytical framework for understanding deliberate social-ecological transformations publication-title: Ecol. Soc. – start-page: 278 year: 2001 ident: bib58 article-title: Re-thinking Science: Knowledge and the Public in an Age of Uncertainty – volume: 65 start-page: 28 year: 2015 end-page: 44 ident: bib97 article-title: Transdisciplinarity in land use science – a review of concepts, empirical findings and current practices publication-title: Futures – year: 2002 ident: bib82 article-title: Embedded Case Study Methods: Integrating Quantitative and Qualitative Knowledge – volume: 33 start-page: 804 year: 2018 end-page: 821 ident: bib37 article-title: IoT adoption in agriculture: the role of trust, perceived value and risk publication-title: J. Bus. Ind. Market. – volume: 114 start-page: 6148 year: 2017 end-page: 6150 ident: bib92 article-title: Opinion: smart farming is key to developing sustainable agriculture publication-title: Proceedings of the National Academy of Sciences of the United States of America – volume: 466 start-page: 531 year: 2010 end-page: 532 ident: bib8 article-title: How to feed a hungry world publication-title: Nature – volume: 90–91 year: 2019 ident: bib36 article-title: If they don't tell us what they do with it, why would we trust them?” Trust, transparency and benefit-sharing in Smart Farming publication-title: NJAS - Wageningen J. Life Sci. – volume: 4 start-page: 1216 year: 2013 end-page: 1224 ident: bib72 article-title: Using a distributed agent-based communication enabled special protection system to enhance smart grid security publication-title: IEEE Trans. Smart Grid – volume: 14 start-page: 3905 year: 2022 ident: bib50 article-title: The digital transformation of the agricultural value chain: discourses on opportunities, challenges and controversial perspectives on governance approaches publication-title: Sustainability – year: 2016 ident: bib14 article-title: The ethics of big data in big agriculture – start-page: 25 year: 2001 end-page: 29 ident: bib21 article-title: Agricultural intensification and the collapse of Europe's farmland bird populations publication-title: Proc. Roy. Soc. Lond. B Biol. Sci. – volume: 6 start-page: 21 year: 2004 end-page: 53 ident: bib13 article-title: What to do when Stakeholders matter publication-title: Publ. Manag. Rev. – volume: 66 start-page: 625 year: 2017 end-page: 655 ident: bib18 article-title: Regulating excessive speculation: commodity derivates and the global food crisis publication-title: ICLQ – volume: 1 start-page: 2 year: 2008 end-page: 11 ident: bib56 article-title: Agriculture and biodiversity conservation: opportunity knocks publication-title: Conserv. Lett. – volume: 15 start-page: 1 year: 2017 end-page: 16 ident: bib2 article-title: Task-based agricultural mobile robots in arable farming: a review publication-title: Spanish J. Agric. Res. – start-page: 1 year: 2020 end-page: 18 ident: bib74 article-title: Enhancing digital transformation towards virtual supply chains: a simulation game for Dutch floriculture publication-title: Prod. Plann. Control – volume: 46 start-page: 50 year: 2004 end-page: 80 ident: bib46 article-title: Trust in automation: designing for appropriate reliance publication-title: Hum. Factors – year: 2000 ident: bib17 article-title: Full deployment of agricultural machinery data-sharing: technical challenges & solutions. CEMA's contribution to deliver on a profitable sustainable agriculture publication-title: CEMA European Agricultural Machinery – volume: 31 start-page: 751 year: 2014 end-page: 756 ident: bib99 article-title: Experiences with transdisciplinary research publication-title: Syst. Res. – start-page: 3 year: 1986 end-page: 24 ident: bib87 article-title: The psychometric study of risk perception publication-title: Risk Evaluation and Management – volume: 3 start-page: 27 year: 2020 ident: bib28 article-title: Digital normativity: a challenge for human subjectivation publication-title: Front. artif. intell – year: 2016 ident: bib12 article-title: Social Research Methods – volume: 17 start-page: 71 year: 2016 end-page: 81 ident: bib53 article-title: Stakeholder involvement in sustainability science—a critical view publication-title: Energy Res. Social Sci. – volume: 33 start-page: 211 year: 2011 end-page: 221 ident: bib42 article-title: The media and the literacies: media literacy, information literacy, digital literacy publication-title: Culture Soc. – year: 2018 ident: bib54 article-title: Blocking the Chain: Industrial Food Chain Concentration, Big Data Platforms and Food Sovereignty Solutions – volume: 15 start-page: 1033 year: 2020 end-page: 1049 ident: bib78 article-title: Transdisciplinarity: science for and with society in light of the university's roles and functions publication-title: Sustain. Sci. – start-page: 145 year: 2021 end-page: 168 ident: bib100 article-title: Landwirtschaft, Digitalisierung und digitale Daten publication-title: DiDaT Weißbuch – volume: 57 start-page: 135 year: 2017 end-page: 154 ident: bib15 article-title: Publicising food: big data, precision agriculture, and Co-experimental techniques of addition publication-title: Sociol. Rural. – volume: 45 year: 2020 ident: bib43 article-title: The future(s) of digital agriculture and sustainable food systems: an analysis of high-level policy documents publication-title: Ecosyst. Serv. – volume: 11 start-page: 313 year: 2019 end-page: 335 ident: bib25 article-title: Precision farming at the nexus of agricultural production and the environment publication-title: Annu. Rev. Resour. Econ. – start-page: 183 year: 2021 end-page: 193 ident: bib79 article-title: Globale ernährungssicherheit publication-title: Supplementarische Informationen zum DiDaT Weißbuch: Orientierungen verantwortungsvoller Umgang mit Daten - Orientierungen eines transdisziplinären Prozesses. Supplementarische Informationen zum DiDaT Weißbuch – volume: 461 start-page: 472 year: 2009 end-page: 475 ident: bib69 article-title: A safe operating space for humanity publication-title: Nature – volume: 58 start-page: 3 year: 2021 end-page: 21 ident: bib63 article-title: Enabling technologies and tools for digital twin publication-title: J. Manuf. Syst. – start-page: 294 year: 2010 ident: bib85 article-title: Trust in Risk Management: Uncertainty and Scepticism in the Public Mind – start-page: 27 year: 2013 end-page: 50 ident: bib59 article-title: A framework for responsible innovation publication-title: Responsible Innovation: Managing the Responsible Emergence of Science and Innovation in Society – volume: 38 start-page: 1 year: 2018 end-page: 10 ident: bib27 article-title: Is big data for big farming or for everyone? Perceptions in the Australian grains industry publication-title: Agron. Sustain. Dev. – volume: 4 start-page: 66 year: 2020 ident: bib35 article-title: What are the implications of digitalisation for agricultural knowledge? publication-title: Front. Sustain. Food Syst. – volume: 402 start-page: C81 year: 1999 end-page: C84 ident: bib30 article-title: Science's new social contract with society publication-title: Nature – volume: 119 start-page: 41 year: 1990 end-page: 60 ident: bib94 article-title: Theories of risk perception: who fears what and why? publication-title: Daedalus – volume: 43 start-page: 115 year: 2016 end-page: 127 ident: bib1 article-title: Impact of speculation and economic uncertainty on commodity markets publication-title: Int. Rev. Financ. Anal. – volume: 68 start-page: 112 year: 2019 end-page: 122 ident: bib73 article-title: Automated pastures and the digital divide: how agricultural technologies are shaping labour and rural communities publication-title: J. Rural Stud. – start-page: 278 year: 2001 ident: 10.1016/j.jclepro.2022.132034_bib58 – volume: 11 start-page: 313 year: 2019 ident: 10.1016/j.jclepro.2022.132034_bib25 article-title: Precision farming at the nexus of agricultural production and the environment publication-title: Annu. Rev. Resour. Econ. doi: 10.1146/annurev-resource-100518-093929 – volume: 2 start-page: 306 year: 2021 ident: 10.1016/j.jclepro.2022.132034_bib70 article-title: Responsible development of autonomous robotics in agriculture publication-title: Nat. Food doi: 10.1038/s43016-021-00287-9 – year: 2019 ident: 10.1016/j.jclepro.2022.132034_bib90 – year: 2019 ident: 10.1016/j.jclepro.2022.132034_bib32 – start-page: 294 year: 2010 ident: 10.1016/j.jclepro.2022.132034_bib85 – start-page: 173 year: 2021 ident: 10.1016/j.jclepro.2022.132034_bib98 article-title: Automatisierung – volume: 8 start-page: 559 year: 1998 ident: 10.1016/j.jclepro.2022.132034_bib16 article-title: Nonpoint pollution of surface waters with phosporus and nitrogen publication-title: Ecol. Appl. doi: 10.1890/1051-0761(1998)008[0559:NPOSWW]2.0.CO;2 – volume: 66 start-page: 625 year: 2017 ident: 10.1016/j.jclepro.2022.132034_bib18 article-title: Regulating excessive speculation: commodity derivates and the global food crisis publication-title: ICLQ doi: 10.1017/S0020589317000136 – volume: 45 year: 2020 ident: 10.1016/j.jclepro.2022.132034_bib43 article-title: The future(s) of digital agriculture and sustainable food systems: an analysis of high-level policy documents publication-title: Ecosyst. Serv. doi: 10.1016/j.ecoser.2020.101183 – volume: 41 start-page: 429 year: 2021 ident: 10.1016/j.jclepro.2022.132034_bib39 – volume: 90–91 year: 2019 ident: 10.1016/j.jclepro.2022.132034_bib65 article-title: ‘Smart farming’ in Ireland: a risk perception study with key governance actors publication-title: NJAS - Wageningen J. Life Sci. – start-page: 121 year: 1997 ident: 10.1016/j.jclepro.2022.132034_bib22 article-title: The depoliticization of risk – volume: 100 year: 2021 ident: 10.1016/j.jclepro.2022.132034_bib71 article-title: Agriculture 4.0: making it work for people, production, and the planet publication-title: Land Use Pol. doi: 10.1016/j.landusepol.2020.104933 – year: 2010 ident: 10.1016/j.jclepro.2022.132034_bib89 article-title: Cultural theory and risk – volume: 52 start-page: 381 year: 2010 ident: 10.1016/j.jclepro.2022.132034_bib60 article-title: Complacency and bias in human use of automation: an attentional integration publication-title: Hum. Factors doi: 10.1177/0018720810376055 – start-page: 25 year: 2001 ident: 10.1016/j.jclepro.2022.132034_bib21 article-title: Agricultural intensification and the collapse of Europe's farmland bird populations publication-title: Proc. Roy. Soc. Lond. B Biol. Sci. doi: 10.1098/rspb.2000.1325 – start-page: 183 year: 2021 ident: 10.1016/j.jclepro.2022.132034_bib79 article-title: Globale ernährungssicherheit – year: 2016 ident: 10.1016/j.jclepro.2022.132034_bib12 – volume: 6 start-page: 1 year: 2020 ident: 10.1016/j.jclepro.2022.132034_bib5 article-title: Expertise in research integration and implementation for tackling complex problems: when is it needed, where can it be found and how can it be strengthened? publication-title: Palgrave Commun. doi: 10.1057/s41599-019-0380-0 – volume: 38 start-page: 1 year: 2018 ident: 10.1016/j.jclepro.2022.132034_bib27 article-title: Is big data for big farming or for everyone? Perceptions in the Australian grains industry publication-title: Agron. Sustain. Dev. doi: 10.1007/s13593-018-0501-y – volume: 247 start-page: 76 year: 1982 ident: 10.1016/j.jclepro.2022.132034_bib64 article-title: The mechanization of agriculture publication-title: Sci. Am. doi: 10.1038/scientificamerican0982-76 – start-page: 145 year: 2021 ident: 10.1016/j.jclepro.2022.132034_bib100 article-title: Landwirtschaft, Digitalisierung und digitale Daten – volume: 461 start-page: 472 year: 2009 ident: 10.1016/j.jclepro.2022.132034_bib69 article-title: A safe operating space for humanity publication-title: Nature doi: 10.1038/461472a – volume: 14 start-page: 1593 year: 2019 ident: 10.1016/j.jclepro.2022.132034_bib76 article-title: How can science support the 2030 Agenda for Sustainable Development? Four tasks to tackle the normative dimension of sustainability publication-title: Sustain. Sci. doi: 10.1007/s11625-019-00675-y – volume: 65 start-page: 28 year: 2015 ident: 10.1016/j.jclepro.2022.132034_bib97 article-title: Transdisciplinarity in land use science – a review of concepts, empirical findings and current practices publication-title: Futures doi: 10.1016/j.futures.2014.11.005 – volume: 3 year: 2016 ident: 10.1016/j.jclepro.2022.132034_bib10 article-title: Big Data in food and agriculture publication-title: Big Data Soc. doi: 10.1177/2053951716648174 – volume: 47 start-page: 420 year: 2020 ident: 10.1016/j.jclepro.2022.132034_bib57 article-title: ‘We are fed up’ – encountering the complex German call for sustainable, small-scale agriculture publication-title: J. Peasant Stud. doi: 10.1080/03066150.2019.1628019 – volume: 10 start-page: 527 year: 2015 ident: 10.1016/j.jclepro.2022.132034_bib81 article-title: The real type and ideal type of transdisciplinary processes: part I—theoretical foundations publication-title: Sustain. Sci. doi: 10.1007/s11625-015-0326-4 – volume: 90–91 year: 2019 ident: 10.1016/j.jclepro.2022.132034_bib40 article-title: A review of social science on digital agriculture, smart farming and agriculture 4.0: new contributions and a future research agenda publication-title: NJAS - Wageningen J. Life Sci. – volume: 114 start-page: E10648 year: 2017 ident: 10.1016/j.jclepro.2022.132034_bib52 article-title: Ideals, practices, and future prospects of stakeholder involvement in sustainability science publication-title: Proceedings of the National Academy of Sciences of the United States of America – volume: 114 start-page: 6148 year: 2017 ident: 10.1016/j.jclepro.2022.132034_bib92 article-title: Opinion: smart farming is key to developing sustainable agriculture publication-title: Proceedings of the National Academy of Sciences of the United States of America doi: 10.1073/pnas.1707462114 – start-page: 156 year: 2021 ident: 10.1016/j.jclepro.2022.132034_bib66 article-title: Agrarökologische auswirkungen – volume: 68 start-page: 112 year: 2019 ident: 10.1016/j.jclepro.2022.132034_bib73 article-title: Automated pastures and the digital divide: how agricultural technologies are shaping labour and rural communities publication-title: J. Rural Stud. doi: 10.1016/j.jrurstud.2019.01.023 – volume: 232 start-page: 8 year: 2019 ident: 10.1016/j.jclepro.2022.132034_bib75 article-title: Worldwide decline of the entomofauna: a review of its drivers publication-title: Biol. Conserv. doi: 10.1016/j.biocon.2019.01.020 – volume: 24 year: 2020 ident: 10.1016/j.jclepro.2022.132034_bib41 article-title: Dealing with the game-changing technologies of Agriculture 4.0: how do we manage diversity and responsibility in food system transition pathways? publication-title: Global Food Secur. doi: 10.1016/j.gfs.2019.100347 – volume: 40 start-page: 231 year: 2011 ident: 10.1016/j.jclepro.2022.132034_bib67 article-title: Coping with complexity, uncertainty and ambiguity in risk governance: a synthesis publication-title: Ambio doi: 10.1007/s13280-010-0134-0 – volume: 9 start-page: 1339 year: 2017 ident: 10.1016/j.jclepro.2022.132034_bib4 article-title: Precision agriculture technologies positively contributing to GHG emissions mitigation, farm productivity and economics publication-title: Sustainability doi: 10.3390/su9081339 – volume: 32 start-page: 741 year: 2019 ident: 10.1016/j.jclepro.2022.132034_bib23 article-title: Managing socio-ethical challenges in the development of smart farming: from a fragmented to a comprehensive approach for responsible research and innovation publication-title: J. Agric. Environ. Ethics doi: 10.1007/s10806-017-9704-5 – volume: 170 start-page: 105256 year: 2020 ident: 10.1016/j.jclepro.2022.132034_bib96 article-title: Decision support systems for agriculture 4.0: survey and challenges publication-title: Comput. Electron. Agric. doi: 10.1016/j.compag.2020.105256 – volume: 33 start-page: 804 year: 2018 ident: 10.1016/j.jclepro.2022.132034_bib37 article-title: IoT adoption in agriculture: the role of trust, perceived value and risk publication-title: J. Bus. Ind. Market. doi: 10.1108/JBIM-01-2018-0023 – start-page: 164 year: 2021 ident: 10.1016/j.jclepro.2022.132034_bib11 article-title: Agrar-datenrechte – volume: 15 start-page: 313 year: 2012 ident: 10.1016/j.jclepro.2022.132034_bib80 article-title: Risk, vulnerability, robustness, and resilience from a decision-theoretic perspective publication-title: J. Risk Res. doi: 10.1080/13669877.2011.634522 – start-page: 1 year: 2020 ident: 10.1016/j.jclepro.2022.132034_bib74 article-title: Enhancing digital transformation towards virtual supply chains: a simulation game for Dutch floriculture publication-title: Prod. Plann. Control – volume: 25 start-page: 611 year: 2005 ident: 10.1016/j.jclepro.2022.132034_bib31 article-title: Risk perception of heavy metal soil contamination by high-exposed and low-exposed inhabitants: the role of knowledge and emotional concerns publication-title: Risk Anal. doi: 10.1111/j.1539-6924.2005.00628.x – volume: 58 start-page: 3 year: 2021 ident: 10.1016/j.jclepro.2022.132034_bib63 article-title: Enabling technologies and tools for digital twin publication-title: J. Manuf. Syst. doi: 10.1016/j.jmsy.2019.10.001 – volume: 16–19 year: 2018 ident: 10.1016/j.jclepro.2022.132034_bib7 article-title: European regulation in the veterinary sanitary and food safety area, a component of the European policies on the safety of food products and the protection of consumer interests: a 2007 retrospective. Part Two: regulations publication-title: Univ. Juridic – volume: 119 start-page: 41 year: 1990 ident: 10.1016/j.jclepro.2022.132034_bib94 article-title: Theories of risk perception: who fears what and why? publication-title: Daedalus – volume: 36 start-page: 774 year: 2021 ident: 10.1016/j.jclepro.2022.132034_bib20 article-title: Farm robots: ecological utopia or dystopia? publication-title: Trends Ecol. Evol. doi: 10.1016/j.tree.2021.06.002 – volume: 466 start-page: 531 year: 2010 ident: 10.1016/j.jclepro.2022.132034_bib8 article-title: How to feed a hungry world publication-title: Nature doi: 10.1038/466531a – year: 2020 ident: 10.1016/j.jclepro.2022.132034_bib33 – volume: 4 start-page: 66 year: 2020 ident: 10.1016/j.jclepro.2022.132034_bib35 article-title: What are the implications of digitalisation for agricultural knowledge? publication-title: Front. Sustain. Food Syst. doi: 10.3389/fsufs.2020.00066 – volume: 67 year: 2021 ident: 10.1016/j.jclepro.2022.132034_bib29 article-title: Artificial intelligence, systemic risks, and sustainability publication-title: Technol. Soc. doi: 10.1016/j.techsoc.2021.101741 – volume: 25 start-page: 217 year: 2016 ident: 10.1016/j.jclepro.2022.132034_bib47 article-title: Motivated rejection of science publication-title: Curr. Dir. Psychol. Sci. doi: 10.1177/0963721416654436 – volume: 15 start-page: 1 year: 2017 ident: 10.1016/j.jclepro.2022.132034_bib2 article-title: Task-based agricultural mobile robots in arable farming: a review publication-title: Spanish J. Agric. Res. doi: 10.5424/sjar/2017151-9573 – volume: 7 start-page: 25 year: 2012 ident: 10.1016/j.jclepro.2022.132034_bib44 article-title: Transdisciplinary research in sustainability science: practice, principles, and challenges publication-title: Sustain. Sci. doi: 10.1007/s11625-011-0149-x – volume: 15 start-page: 1033 year: 2020 ident: 10.1016/j.jclepro.2022.132034_bib78 article-title: Transdisciplinarity: science for and with society in light of the university's roles and functions publication-title: Sustain. Sci. doi: 10.1007/s11625-020-00794-x – volume: 19 year: 2014 ident: 10.1016/j.jclepro.2022.132034_bib55 article-title: Studying the complexity of change: toward an analytical framework for understanding deliberate social-ecological transformations publication-title: Ecol. Soc. doi: 10.5751/ES-06966-190454 – volume: 10 start-page: 2001 year: 2018 ident: 10.1016/j.jclepro.2022.132034_bib77 article-title: Unintended side effects of the digital transition: European scientists' messages from a proposition-based expert round table publication-title: Sustainability doi: 10.3390/su10062001 – start-page: 143 year: 2017 ident: 10.1016/j.jclepro.2022.132034_bib93 article-title: How robust is “socially robust knowledge” – volume: 402 start-page: C81 year: 1999 ident: 10.1016/j.jclepro.2022.132034_bib30 article-title: Science's new social contract with society publication-title: Nature doi: 10.1038/35011576 – year: 2019 ident: 10.1016/j.jclepro.2022.132034_bib38 article-title: Ideology, culture, and risk perception – year: 2002 ident: 10.1016/j.jclepro.2022.132034_bib82 – volume: 31 start-page: 515 year: 2011 ident: 10.1016/j.jclepro.2022.132034_bib3 article-title: On some recent definitions and analysis frameworks for risk, vulnerability, and resilience publication-title: Risk Anal.: an off. publ. Soc. Risk Anal. doi: 10.1111/j.1539-6924.2010.01528.x – ident: 10.1016/j.jclepro.2022.132034_bib62 – start-page: 3 year: 1986 ident: 10.1016/j.jclepro.2022.132034_bib87 article-title: The psychometric study of risk perception – volume: 1 start-page: 2 year: 2008 ident: 10.1016/j.jclepro.2022.132034_bib56 article-title: Agriculture and biodiversity conservation: opportunity knocks publication-title: Conserv. Lett. doi: 10.1111/j.1755-263X.2008.00007.x – volume: 14 start-page: 3905 year: 2022 ident: 10.1016/j.jclepro.2022.132034_bib50 article-title: The digital transformation of the agricultural value chain: discourses on opportunities, challenges and controversial perspectives on governance approaches publication-title: Sustainability doi: 10.3390/su14073905 – volume: 85 start-page: 79 year: 2021 ident: 10.1016/j.jclepro.2022.132034_bib68 article-title: Digital transformation of agriculture and rural areas: a socio-cyber-physical system framework to support responsibilisation publication-title: J. Rural Stud. doi: 10.1016/j.jrurstud.2021.05.003 – year: 2004 ident: 10.1016/j.jclepro.2022.132034_bib34 – volume: 3 start-page: 27 year: 2020 ident: 10.1016/j.jclepro.2022.132034_bib28 article-title: Digital normativity: a challenge for human subjectivation publication-title: Front. artif. intell doi: 10.3389/frai.2020.00027 – volume: 31 start-page: 751 year: 2014 ident: 10.1016/j.jclepro.2022.132034_bib99 article-title: Experiences with transdisciplinary research publication-title: Syst. Res. doi: 10.1002/sres.2274 – volume: 17 start-page: 71 year: 2016 ident: 10.1016/j.jclepro.2022.132034_bib53 article-title: Stakeholder involvement in sustainability science—a critical view publication-title: Energy Res. Social Sci. doi: 10.1016/j.erss.2016.04.001 – volume: 17 start-page: 224 year: 2020 ident: 10.1016/j.jclepro.2022.132034_bib19 article-title: Searching for sustainability in the digital agriculture debate: an alternative approach for a systemic transition publication-title: Teknokultura doi: 10.5209/tekn.69475 – year: 2000 ident: 10.1016/j.jclepro.2022.132034_bib17 article-title: Full deployment of agricultural machinery data-sharing: technical challenges & solutions. CEMA's contribution to deliver on a profitable sustainable agriculture – start-page: 176 year: 1990 ident: 10.1016/j.jclepro.2022.132034_bib83 – volume: 8 start-page: 7 year: 2018 ident: 10.1016/j.jclepro.2022.132034_bib9 article-title: Smart farming: including rights holders for responsible agricultural innovation publication-title: TIM Rev. doi: 10.22215/timreview/1135 – start-page: 27 year: 2013 ident: 10.1016/j.jclepro.2022.132034_bib59 article-title: A framework for responsible innovation – volume: 190 year: 2021 ident: 10.1016/j.jclepro.2022.132034_bib26 article-title: Foresighting Australian digital agricultural futures: applying responsible innovation thinking to anticipate research and development impact under different scenarios publication-title: Agric. Syst. doi: 10.1016/j.agsy.2021.103120 – volume: 651 start-page: 1 year: 2019 ident: 10.1016/j.jclepro.2022.132034_bib45 article-title: Eutrophication: a new wine in an old bottle? publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2018.09.139 – volume: 38 start-page: 107 year: 2021 ident: 10.1016/j.jclepro.2022.132034_bib61 article-title: Understanding the public attitudinal acceptance of digital farming technologies: a nationwide survey in Germany publication-title: Agric. Hum. Val. doi: 10.1007/s10460-020-10145-2 – volume: 22 start-page: 818 year: 2021 ident: 10.1016/j.jclepro.2022.132034_bib88 article-title: Robots in agriculture: prospects, impacts, ethics, and policy publication-title: Precis. Agric. doi: 10.1007/s11119-020-09757-9 – volume: 33 start-page: 211 year: 2011 ident: 10.1016/j.jclepro.2022.132034_bib42 article-title: The media and the literacies: media literacy, information literacy, digital literacy publication-title: Culture Soc. – start-page: 294 year: 2012 ident: 10.1016/j.jclepro.2022.132034_bib6 – start-page: 1934 year: 2018 ident: 10.1016/j.jclepro.2022.132034_bib84 – volume: 57 start-page: 135 year: 2017 ident: 10.1016/j.jclepro.2022.132034_bib15 article-title: Publicising food: big data, precision agriculture, and Co-experimental techniques of addition publication-title: Sociol. Rural. doi: 10.1111/soru.12120 – year: 2021 ident: 10.1016/j.jclepro.2022.132034_bib24 article-title: Agricultural policy in the era of digitalisation publication-title: Food Pol. doi: 10.1016/j.foodpol.2020.102019 – year: 2018 ident: 10.1016/j.jclepro.2022.132034_bib54 – volume: 82 start-page: 97 year: 2000 ident: 10.1016/j.jclepro.2022.132034_bib86 article-title: Environmental consequences of agricultural development: a case study from the Green Revolution state of Haryana, India publication-title: Agric. Ecosyst. Environ. doi: 10.1016/S0167-8809(00)00219-X – volume: 46 start-page: 50 year: 2004 ident: 10.1016/j.jclepro.2022.132034_bib46 article-title: Trust in automation: designing for appropriate reliance publication-title: Hum. Factors doi: 10.1518/hfes.46.1.50.30392 – volume: 90–91 year: 2019 ident: 10.1016/j.jclepro.2022.132034_bib36 article-title: If they don't tell us what they do with it, why would we trust them?” Trust, transparency and benefit-sharing in Smart Farming publication-title: NJAS - Wageningen J. Life Sci. – volume: 6 start-page: 21 year: 2004 ident: 10.1016/j.jclepro.2022.132034_bib13 article-title: What to do when Stakeholders matter publication-title: Publ. Manag. Rev. doi: 10.1080/14719030410001675722 – start-page: 222 year: 2004 ident: 10.1016/j.jclepro.2022.132034_bib49 article-title: Field observation and ethnography – volume: 153 start-page: 69 year: 2017 ident: 10.1016/j.jclepro.2022.132034_bib95 article-title: Big data in smart farming – a review publication-title: Agric. Syst. doi: 10.1016/j.agsy.2017.01.023 – volume: 4 start-page: 1216 year: 2013 ident: 10.1016/j.jclepro.2022.132034_bib72 article-title: Using a distributed agent-based communication enabled special protection system to enhance smart grid security publication-title: IEEE Trans. Smart Grid doi: 10.1109/TSG.2013.2238261 – volume: 43 start-page: 115 year: 2016 ident: 10.1016/j.jclepro.2022.132034_bib1 article-title: Impact of speculation and economic uncertainty on commodity markets publication-title: Int. Rev. Financ. Anal. doi: 10.1016/j.irfa.2015.11.005 – volume: 160 start-page: 835 year: 2019 ident: 10.1016/j.jclepro.2022.132034_bib51 article-title: Ethical implications and accountability of algorithms publication-title: J. Bus. Ethics doi: 10.1007/s10551-018-3921-3 – ident: 10.1016/j.jclepro.2022.132034_bib14 – volume: 189 year: 2021 ident: 10.1016/j.jclepro.2022.132034_bib91 article-title: Digital twins in smart farming publication-title: Agric. Syst. doi: 10.1016/j.agsy.2020.103046 – volume: 10 start-page: 440 year: 2018 ident: 10.1016/j.jclepro.2022.132034_bib48 article-title: Governance strategies for a sustainable digital world publication-title: Sustainability doi: 10.3390/su10020440
SSID	ssj0017074
Score	2.6294613
Snippet	The digitalization of agricultural production and the use of digital data are fundamentally transforming processes, products, and services of the agro-food...
SourceID	proquest crossref elsevier
SourceType	Aggregation Database Enrichment Source Index Database Publisher
StartPage	132034
SubjectTerms	adverse effects Agri-food system agroecology anthropology digital database Digitalization farm management food security group process meta-analysis new markets Precision farming profitability Risk analysis Smart agriculture stakeholders supply chain Technology assessment Transdisciplinary
Title	Perceived risks and vulnerabilities of employing digitalization and digital data in agriculture – Socially robust orientations from a transdisciplinary process
URI	https://dx.doi.org/10.1016/j.jclepro.2022.132034 https://www.proquest.com/docview/2675555675
Volume	358
WOSCitedRecordID	wos000800002900003&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText	1
inHoldings	1
isFullTextHit
isPrint
journalDatabaseRights	– providerCode: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 issn: 0959-6526 databaseCode: AIEXJ dateStart: 19950101 customDbUrl: isFulltext: true dateEnd: 99991231 titleUrlDefault: https://www.sciencedirect.com omitProxy: false ssIdentifier: ssj0017074 providerName: Elsevier
link	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3NjtMwELbKLgc4IH61y5-MxK1KaZM6To4rtAhWaLWCCnqLnMSuUkVp1bTVwol34Al4L048CTMZJ027LMse6CGKLNuxM5_t6WS-GcZe6mEaSK1CR8CdMxTSdeLUCCfxtR9rGQxMxeP-9F6engbjcXjW6fysuTDrXBZFcH4ezv-rqKEMhI3U2WuIu-kUCuAehA5XEDtc_0nwZ-iqAnsYuY1TCOb1Ksfo0pUjbEZhZnWV6hcNBWk2wcwhlpBZ1bdFXfQfRYuImixsjA5QSa17hNclam_-pbuYxaty2Z0tMstkKkrirShMQVGUW9TfOVETLtGKYTIKhoq1Ugps25i24X-4ho7qdM0nqmgZE1ZFSUmtPmikM26-I03IcvxRw3m9bK0FDD-afyXncvTu7H7utS0gbuUtSxzQlinTF8S8r3d1jyLC230ZieJkNL1wZJD1YtqbwgRhbj18Qm9TfztE987R2Tg01r5y08h2E2E3EXVzg-27UoSw5-4fvTsenzRfuWSfooTX498wzF79cTyX6U47WkSlGo3usjtWevyIsHiPdXRxn91uRbp8wH40qOQVKjm8cb6DSj4zvEEl30ZlVd8WcUQlz6Bsg0r-69t3XuOREx55G48c8cgVv4BHbvH4kI3eHI9ev3VsdhAnGQqxBOVBDVxQUIWvUziotJASgyn5vhFeCjtMaFyRSJEgdTqIYz3wdRzogZFmGCo39R6xvWJW6APGTaxSUFRRk4_RbSDu-6qfGE8aLYXqe4dsWL_2KLGR8zGBSx79VeyHrNc0m1PomKsaBLVMI6v_kl4bAVavavqixkAE5wN-9IPFOluVEcxLwA-uj687nifs1ma5PWV7y8VKP2M3k_UyKxfPLZh_Azs87B8
linkProvider	Elsevier
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=Perceived+risks+and+vulnerabilities+of+employing+digitalization+and+digital+data+in+agriculture+%E2%80%93+Socially+robust+orientations+from+a+transdisciplinary+process&rft.jtitle=Journal+of+cleaner+production&rft.au=Zscheischler%2C+Jana&rft.au=Brunsch%2C+Reiner&rft.au=Rogga%2C+Sebastian&rft.au=Scholz%2C+Roland+W.&rft.date=2022-07-15&rft.issn=0959-6526&rft.volume=358&rft.spage=132034&rft_id=info:doi/10.1016%2Fj.jclepro.2022.132034&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_jclepro_2022_132034
thumbnail_l	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0959-6526&client=summon
thumbnail_m	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0959-6526&client=summon
thumbnail_s	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0959-6526&client=summon