{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,12]],"date-time":"2025-10-12T02:52:40Z","timestamp":1760237560076,"version":"build-2065373602"},"publisher-location":"Basel Switzerland","reference-count":26,"publisher":"MDPI","license":[{"start":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T00:00:00Z","timestamp":1643155200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"PDR2020","award":["101-030671"],"award-info":[{"award-number":["101-030671"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.3390\/iocag2022-12170","type":"proceedings-article","created":{"date-parts":[[2022,6,15]],"date-time":"2022-06-15T04:49:31Z","timestamp":1655268571000},"page":"3","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Monitorization through NDVI of a Rice (Oryza sativa L.) Culture Production in Ribatejo Region"],"prefix":"10.3390","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4210-8867","authenticated-orcid":false,"given":"Ana Coelho","family":"Marques","sequence":"first","affiliation":[{"name":"Earth Sciences Department, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"},{"name":"GeoBioTec Research Center, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5333-7286","authenticated-orcid":false,"given":"In\u00eas Carmo","family":"Lu\u00eds","sequence":"additional","affiliation":[{"name":"Earth Sciences Department, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"},{"name":"GeoBioTec Research Center, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3944-7240","authenticated-orcid":false,"given":"Ana Rita F.","family":"Coelho","sequence":"additional","affiliation":[{"name":"Earth Sciences Department, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"},{"name":"GeoBioTec Research Center, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8559-3076","authenticated-orcid":false,"given":"Cl\u00e1udia Campos","family":"Pessoa","sequence":"additional","affiliation":[{"name":"Earth Sciences Department, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"},{"name":"GeoBioTec Research Center, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6700-2180","authenticated-orcid":false,"given":"Diana","family":"Daccak","sequence":"additional","affiliation":[{"name":"Earth Sciences Department, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"},{"name":"GeoBioTec Research Center, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7079-9389","authenticated-orcid":false,"given":"Manuela","family":"Sim\u00f5es","sequence":"additional","affiliation":[{"name":"Earth Sciences Department, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"},{"name":"GeoBioTec Research Center, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6875-0324","authenticated-orcid":false,"given":"Ana Sofia","family":"Almeida","sequence":"additional","affiliation":[{"name":"GeoBioTec Research Center, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"},{"name":"Instituto Nacional de Investiga\u00e7\u00e3o Agr\u00e1ria e Veterin\u00e1ria, I.P. (INIAV), Avenida da Rep\u00fablica, Quinta do Marqu\u00eas, 2780-157 Oeiras, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0650-4499","authenticated-orcid":false,"given":"Paula Scotti","family":"Campos","sequence":"additional","affiliation":[{"name":"GeoBioTec Research Center, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"},{"name":"Instituto Nacional de Investiga\u00e7\u00e3o Agr\u00e1ria e Veterin\u00e1ria, I.P. (INIAV), Estrada de Gil Vaz 6, 7351-901 Elvas, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7639-7214","authenticated-orcid":false,"given":"Jos\u00e9 C.","family":"Ramalho","sequence":"additional","affiliation":[{"name":"GeoBioTec Research Center, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"},{"name":"PlantStress & Biodiversity Lab., Centro de Estudos Florestais (CEF), Instituto Superior Agronomia (ISA), Universidade de Lisboa (ULisboa), Quinta do Marqu\u00eas, Av. Rep\u00fablica, 1349-017 Lisboa, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6554-8339","authenticated-orcid":false,"given":"Jos\u00e9 Manuel N.","family":"Semedo","sequence":"additional","affiliation":[{"name":"GeoBioTec Research Center, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"},{"name":"Instituto Nacional de Investiga\u00e7\u00e3o Agr\u00e1ria e Veterin\u00e1ria, I.P. (INIAV), Estrada de Gil Vaz 6, 7351-901 Elvas, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7899-5990","authenticated-orcid":false,"given":"Jos\u00e9 Carlos","family":"Kullberg","sequence":"additional","affiliation":[{"name":"Earth Sciences Department, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"},{"name":"GeoBioTec Research Center, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6293-4085","authenticated-orcid":false,"given":"Maria Gra\u00e7a","family":"Brito","sequence":"additional","affiliation":[{"name":"Earth Sciences Department, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"},{"name":"GeoBioTec Research Center, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9352-9776","authenticated-orcid":false,"given":"Maria F.","family":"Pessoa","sequence":"additional","affiliation":[{"name":"Earth Sciences Department, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"},{"name":"GeoBioTec Research Center, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3906-4349","authenticated-orcid":false,"given":"Fernando H.","family":"Reboredo","sequence":"additional","affiliation":[{"name":"Earth Sciences Department, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"},{"name":"GeoBioTec Research Center, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"}]},{"given":"Paula","family":"Marques","sequence":"additional","affiliation":[{"name":"Centro de Compet\u00eancias do Arroz (COTArroz), 2120-014 Salvaterra de Magos, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2625-5645","authenticated-orcid":false,"given":"Maria Manuela","family":"Silva","sequence":"additional","affiliation":[{"name":"GeoBioTec Research Center, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"},{"name":"Escola Superior de Educa\u00e7\u00e3o Almeida Garrett (ESEAG-COFAC), Avenida do Campo Grande 376, 1749-024 Lisboa, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7592-7949","authenticated-orcid":false,"given":"Paulo","family":"Legoinha","sequence":"additional","affiliation":[{"name":"Earth Sciences Department, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"},{"name":"GeoBioTec Research Center, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"}]},{"given":"Karliana","family":"Oliveira","sequence":"additional","affiliation":[{"name":"GeoBioTec Research Center, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"}]},{"given":"Isabel P.","family":"Pais","sequence":"additional","affiliation":[{"name":"GeoBioTec Research Center, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"},{"name":"Instituto Nacional de Investiga\u00e7\u00e3o Agr\u00e1ria e Veterin\u00e1ria, I.P. (INIAV), Estrada de Gil Vaz 6, 7351-901 Elvas, Portugal"}]},{"given":"Fernando C.","family":"Lidon","sequence":"additional","affiliation":[{"name":"Earth Sciences Department, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"},{"name":"GeoBioTec Research Center, Faculdade de Ci\u00eancias e Tecnologia, Universidade Nova de Lisboa, Campus da Caparica, 2829-516 Caparica, Portugal"}]}],"member":"1968","published-online":{"date-parts":[[2022,1,26]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","unstructured":"Huang, J., Wang, X., Li, X., Tian, H., and Pan, Z. (2013). Remotely Sensed Rice Yield Prediction Using Multi-Temporal NDVI Data Derived from NOAA\u2032s-AVHRR. PLoS ONE, 8.","DOI":"10.1371\/journal.pone.0070816"},{"key":"ref_2","unstructured":"Marques, F.J.M. (2019). Utilidade agron\u00f3mica dos \u00edndices NDVI e NDWI obtidos por imagens dos sat\u00e9lites Sentinel-2: Estudos de caso nas culturas de Trigo, Br\u00f3colo e Arroz. [Master\u2019s Thesis, Universidade de \u00c9vora]."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"4197","DOI":"10.1080\/0143116031000139791","article-title":"Improvements in land use mapping for irrigated agriculture from satellite sensor data using a multi-stage maximum likelihood classification","volume":"24","author":"Tanton","year":"2003","journal-title":"Int. J. Remote Sens."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"5183","DOI":"10.1080\/01431160701620683","article-title":"Detecting infestation of take-all disease in wheat using Landsat Thematic Mapper imagery","volume":"28","author":"Chen","year":"2007","journal-title":"Int. J. Remote Sens."},{"key":"ref_5","doi-asserted-by":"crossref","unstructured":"Marques, A., Pessoa, C., Daccak, D., Lu\u00eds, I., Rita, F., Coelho, A., Caleiro, J., Gra\u00e7a Brito, M., Carlos Kullberg, J., and Scotti Campos, P. (2021, January 3\u201317). Precision Agriculture as input for the Rice Grain (Oryza sativa L.) Biofortification with Selenium. Proceedings of the 1st International Electronic Conference on Agronomy, Basel, Switzerland.","DOI":"10.3390\/IECAG2021-10019"},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"155","DOI":"10.1385\/BTER:103:2:155","article-title":"Selenium distribution in wheat grain, and the effect of postharvest processing on wheat selenium content","volume":"103","author":"Lyons","year":"2005","journal-title":"Biol. Trace Elem. Res."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"528","DOI":"10.1017\/S0014479718000157","article-title":"Selenium biofortification of rice through foliar application with selenite and selenate","volume":"55","author":"Lidon","year":"2018","journal-title":"Exp. Agric."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"109834","DOI":"10.1016\/j.scienta.2020.109834","article-title":"Calcium biofortification of Rocha pears, tissues accumulation and physicochemical implications in fresh and heat-treated fruits","volume":"277","author":"Pessoa","year":"2021","journal-title":"Sci. Hortic."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"562","DOI":"10.1016\/j.ecoenv.2018.08.022","article-title":"Selenium protects rice plants from water deficit stress","volume":"164","author":"Andrade","year":"2018","journal-title":"Ecotoxicol. Environ. Saf."},{"key":"ref_10","unstructured":"Mccauley, A., Scientist, S., Jones, C., and Jacobsen, J.S. (2009). Soil pH and Organic Matter. Nutrient Management, Montana State University."},{"key":"ref_11","unstructured":"Dire\u00e7\u00e3o-Geral de Agricultura e Desenvolvimento Rural (DGADR) (2021, November 23). Normas T\u00e9cnicas para a Produ\u00e7\u00e3o Integrada de Pom\u00f3ideas, Available online: https:\/\/www.dgadr.gov.pt\/component\/jdownloads\/send\/8-protecao-e-producao-integradas\/46-normastecnicas-para-producao-integrada-de-pomoideas?option=com_jdownloads."},{"key":"ref_12","unstructured":"European Innovation Partnership for Agricultural Productivity and Sustainability (EIP-AGRI) (2021, November 20). Soil Organic Matter Matters\u2014Investing in Soil Quality for Long-Term Benefits. Available online: https:\/\/ec.europa.eu\/eip\/agriculture\/sites\/agri-eip\/files\/eipagri_brochure_soil_organic_matter_matters_2016_en_web.pd."},{"key":"ref_13","doi-asserted-by":"crossref","unstructured":"Coelho, A.R.F., Lidon, F.C., Pessoa, C.C., Marques, A.C., Lu\u00eds, I.C., Caleiro, J.C., Sim\u00f5es, M., Kullberg, J., Legoinha, P., and Brito, G. (2021). Can foliar pulverization with CaCl2 and Ca(NO3)2 trigger Ca enrichment in Solanum Tuberosum L. tubers?. Plants, 10.","DOI":"10.3390\/plants10020245"},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"415","DOI":"10.1111\/gcb.13088","article-title":"Long-term elevated air [CO2] strengthens photosynthetic functioning and mitigates the impact of supra-optimal temperatures in tropical Coffea arabica and Coffea canephora species","volume":"22","author":"Rodrigues","year":"2016","journal-title":"Glob. Chang. Biol."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"381","DOI":"10.9755\/ejfa.2016-04-338","article-title":"Nutritional profile of the Portuguese cabbage (Brassica oleracea L var. costata) and its relationship with the elemental soil analysis","volume":"28","author":"Pessoa","year":"2016","journal-title":"Emir. J. Food Agric."},{"key":"ref_16","doi-asserted-by":"crossref","unstructured":"Marques, A., Pessoa, C., Coelho, A., Lu\u00eds, I., Daccak, D., Campos, P., Sim\u00f5es, M., Almeida, A., Pessoa, M., and Reboredo, F. (2020). Rice (Oryza sativa L.) Biofortification with Selenium: Enrichment Index and Interactions among Nutrients. Biol. Life Sci. Forum, 4.","DOI":"10.3390\/IECPS2020-08701"},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"2211","DOI":"10.1080\/01431160701395252","article-title":"The early explanatory power of NDVI in crop yield modelling","volume":"29","author":"Wall","year":"2008","journal-title":"Int. J. Remote Sens."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"1185","DOI":"10.1080\/0951192X.2020.1795925","article-title":"Research on vision navigation and position system of agricultural unmanned aerial vehicle","volume":"33","author":"Zhao","year":"2020","journal-title":"International J. Comput. Integr. Manufac."},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"125705","DOI":"10.1016\/j.jclepro.2020.125705","article-title":"UAV-based partially sampling system for rapid NDVI mapping in the evaluation of rice nitrogen use efficiency","volume":"289","author":"Jiang","year":"2021","journal-title":"J. Clean. Prod."},{"key":"ref_20","doi-asserted-by":"crossref","unstructured":"Pessoa, C., Daccak, D., Lu\u00eds, I., Marques, A., Coelho, A., Caleiro, J., Silva, M., Kullberg, J., Brito, M., and Legoinha, P. (2021, January 3\u201317). Monitoring a calcium biofortification workflow in an orchard of Pyrus communis var. Rocha applying precision agriculture technology. Proceedings of the 1st International Electronic Conference on Agronomy, Basel, Switzerland.","DOI":"10.3390\/IECAG2021-09661"},{"key":"ref_21","doi-asserted-by":"crossref","unstructured":"Marques, A., Lidon, F., Coelho, A., Pessoa, C., Lu\u00eds, I., Scotti-Campos, P., Sim\u00f5es, M., Almeida, A., Legoinha, P., and Pessoa, M. (2020). Quantification and Tissue Localization of Selenium in Rice (Oryza sativa L., Poaceae) Grains: A Perspective of Agronomic Biofortification. Plants, 9.","DOI":"10.3390\/plants9121670"},{"key":"ref_22","first-page":"101","article-title":"Photosynthesis impairment in Coffea arabica due to calcium deficiency","volume":"47","author":"Ramalho","year":"1999","journal-title":"Agron. Lusit."},{"key":"ref_23","unstructured":"Zingore, S., Wairegi, L., and Ndiaye, M.K. (2014). Guia dos Sistemas de Cultivo do Arroz, Africa Soil Health Consortium."},{"key":"ref_24","doi-asserted-by":"crossref","unstructured":"Cocco, L. (2016). New Trends and Developments in Metrology, IntechOpe. Electrical Conductivity Measurements in Agriculture: The Assessment of Soil Salinity.","DOI":"10.5772\/59388"},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"380","DOI":"10.1016\/j.aasci.2017.05.023","article-title":"The influence of organic matter on soil color using the regression equations of optical parameters in the system CIE- L*a*b*","volume":"15","author":"Vodyanitskii","year":"2017","journal-title":"Ann. Agrar. Sci."},{"key":"ref_26","first-page":"96","article-title":"Soil color, organic carbon, and hydromorphy relationships in sandy epipedons","volume":"Volume 54","author":"Lindbo","year":"1998","journal-title":"Quantifying Soil Hydromorphology"}],"event":{"name":"International Online Conference on Agriculture","acronym":"IOCAG 2022"},"container-title":["The 1st International Online Conference on Agriculture—Advances in Agricultural Science and Technology"],"original-title":[],"link":[{"URL":"https:\/\/www.mdpi.com\/2673-4583\/10\/1\/3\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T23:31:39Z","timestamp":1760139099000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2673-4583\/10\/1\/3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,1,26]]},"references-count":26,"alternative-id":["IOCAG2022-12170"],"URL":"https:\/\/doi.org\/10.3390\/iocag2022-12170","relation":{},"subject":[],"published":{"date-parts":[[2022,1,26]]}}}