[1] . .transforming crop protection, and plant disease. , 13(9) : 4-40292.
[2] Pa-Jisolneeys D.,C. D. .2017 .Pesticides industry demonstrated their significant contributions to sales and usage: -22000182 market estimates. , : .
[3] Anub N. M.,Sabado R. R.,E. M. R. R. .2019 .promoting sustainable agricultural practices. , : .
[4] . .addressed to maximize their impact. A multidisciplinary45-53., 2(3) : .
[5] Benbrook B. P.,Groth C. M.,E. C. M. .2002 .Pesticide residues in conventio-nal, IPM ensuring the effective deployment of digital innovations.grown and organic foods: Insights from three U Additionally, future research should explore the data setsF. synergistic effects of combining multiple digital 427-446., 19(5) : .
[6] Ngugi R.,Karanja D. .2017 .The impac socioeconomic implications of digital agriculture on pesticide use on maize productivity in Kenya.. , : .
[7] . .smallholder farmers. Strengthening policy frameworks. Journal of Agricultural Science, 9(3) : 8-795.
[8] J. K. K. B. ,Sudaria P. R. A. B.,Orozco V. C.,S. M. M. V. C. .2024 .Smart W agricultural advancements are inclusive, sustainable, and Irrigation for Rice Farming through the Internet o resilient. Things. arXiv preprint arXiv:2402, : 07917.
[9] One Botany,Galang R. M.,Latigar I. M. R.,Global J AgriBusiness,Pest Management J AgriBusiness,Agustin E. J. B.,Alcaraz H. A.,Bristol D. .2019 .Smart farming: Including rights emergence of disruptive smart farming holders for sustainability and Teethchicnso. logy in technologies in the Philippine agriculture under. Society, 58 : 101148-329.
[10] Brower-Toland B.,Stevens J. L.,Ralston L.,Kosola K.,T. L. K.,Sengupta M. W.,Chowdhury D.,A. D. .2009 .Imtepcahcntology in sustainable agricultuAreC.S of pesticides use in agriculture:. Their benefits anAdgricultural Science & Technology, 4(3), 3(3) : 2-28931.
[11] H. ,Rafanan A.,N. A. .2023 .Call-eAjroruejo,. Interdisciplinary Toxicology, 2(1) : 121.
[12] CoxSunsetBeach. .2020 .Using digital technology to. Yearbook World Food and Agriculture, : .
[13] pests- ,- ,- ,- ,Cruz D. D. A. .2022 .FAO and DA: Partnership for food securit COVID-19 pandemic. University of the Philippines amid COVI-D19 pandemic in the Philippines. , : .
[14] Philippine-Agriculture- ,Food-Systems.pdf Gagic V.,Hulthen A. D.,Marcora A.,Ekbom B. . .-. , : .
[15] Damalas C. A.,Eleftherohorinos I. G. .2011 .PesticPideset control and pesticide use in precision exposure, safety issues, and risk assessment agriculture: A revieAwg. InternationaJlournal of Environmental 103097., 190 : .
[16] Research ,Adamchuk R.,V. I. R.,Kout C. A.,D. C. A. .2016 .exposure to pesticides: Toxicity types and ways o8f28-831.. , 327(5967) : 14-104219.
[17] Goyal U.,Mishra A.,D. A.,Beddington J. R.,Crute I. R.,Muir D.,Toulmin J. F.,C. J. F. .2022 .Accomplishment people. Science, 327(5967) : 81-2818.
[18] Report ,Brown F.,Kuzma Z. S.,J. Z. S. .2021 .Technology and dilemma of pesticide resistancSec?ience, innovation including digital agriculture. , 360(6390) : 72-8732.
[19] Department A. C.,Gutierrez R. D.,Gapasin C. V. D.,reform- P. C. V. D.,Ebuenga M. D.,Guichard L.,Devienne S.,Cohan J. P. .2017 .The d European Economic and Social Committee and the in pesticide use in France: What are the driver Committee of the Regions. ippine Journal of system. Communication from the Commission to Science, 8(2) : 20-7219.
[20] Fernandez-Cornejo J.,Nehring R. F.,Osteen C.,Martin A.,Vialou A.,- A.,Organization Agriculture,farming- Agriculture,Mahlein A. K.,Oerke E. C.,Steiner U.,Dehne U.,- Plant Pathology U. .2020 .Recent advances in sensing plant diseases of digital agriculture. Retrieved from for precision crop protecEtiuorno. pean Journal, 133(1) : 19-7209.
[21] agriculture Manoj M.,Madhuri E.,Samreen S.,Reddy J.,Sake M.,Tulasi B.,Godavari H.,Paschapur S. M.,A. S. M. .2024 .The impact of digital agriculture on pes intelligence/philippines-agricultural-technology and disease strategiAesA. TCC Review, 12(3) : 121.
[22] Filho Iost,Heldens F. H.,Kong W. B.,Z. W. B. .2024 .. org/10, 12 : .
[23] W. ,Kumar R. S.,Datta S.,Lal R.,R. R.,Marfo M.,T. D. M.,Pazini F. H.,Alves J. D. B.,Kochm T. M. .2020 .006 agrochemicals on soil microbiota and Iost Filho. Vijayakuma in Insect Science, 9(2) : 34-732.
[24] Yamamoto P. T.,Hughes S. P.,Salathe D. P.,M. D. P. .2016 .How does the Modhigaintatyl. , : .
[25] . .transformation of agriculture affect the deep learning for i-mbagsed plant disease implementation of Integrated Pest Management? detection. Frontiers in Plant Science, 7 : 1419.
[26] Taylor E.,Fleming A.,Mason C.,Gundul B. J. A.,Frayco J. G.,Sounness C.,Thorburn P. .2023 .Convolutional neural -nbeatswedork trust it, they won't use it: Farmers' trust iminage classification for improved coconut disease precision agriculture technologieAsg.ricultural identification. SDSSU Multidisciplinary Research Systems, 11(1) : 1-721.
[27] Abdollahi S.,M. S.,Molin J. P. .2017 .ic diseases: Evidences, mechanisms, Decision support systems in agriculture-o:f- State and perspectives. Toxicology and Applied the-art and future perspectiCvoems.puters and Pharmacology, 268(2) : 1-15777.
[28] Moura P.,Silva S.,D. S.,Qaim S. .2014 .alyAsis moefta the of pesticide use in Brazilian agrBicrualztuilriaen. , 11 : 201-a4n.
[29] . .impacts of genetically modified PcLropSsO. Journal of Agricultural Economics, 10(2) : 114.
[30] Archives Agriculture . .-6 trends in the use of insecticides and herbicides 30. Implications for sustainable pest management. International Journal, : .
[31] Reyes M. R.,Cabasan M. T. N.,Tabora J. A. G.,N. J. A. G.,Soberano C. M.,Turba J. O. . .. , 3 : 447.
[32] Hilker T.,Coops N. C.,Sanderson L.,Zhang J.,Jakku A.,Bhardwaj S.,Sood H.,M. H. .2019 .MachFianremers and their data: An examination of learning in agriculture: A review on applications,farmers' reluctance to share their data through challenges, and future trenCdosm. puters and the lens of the laws impacting smarNtJASfarming. ph/wp- 30, (2) : .
[33] .2019 .. Wageningen Journal of Life Sciences, 105230 : 90-91.
[34] Singh R.,Shukla S.,Rathore P.,Ge S.,Verdouw L.,Bogaardt C.,M. J. 201 C. .2019 .Monitoring crop healthP.recision Agriculture, data in smart far-miAng review. Systems, 153(4) : 6-980.
[35] Banerjee S.,Goswami A.,R. A. .2021 .Philippi-neWsorld Bank Data. , 01 : 09729.
[36] Li W.,Tang Y.,X. Y.,Richards C. E.,Holt L. .2021 .Daigirtiaclultural pests using digital technologies: A agriculture: Risks and challenges for food security. review. Journal of Pest Science, 94(3) : 62-5640.