{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T07:11:32Z","timestamp":1743145892021,"version":"3.40.3"},"publisher-location":"Cham","reference-count":22,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319914725"},{"type":"electronic","value":"9783319914732"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-91473-2_59","type":"book-chapter","created":{"date-parts":[[2018,5,17]],"date-time":"2018-05-17T16:39:02Z","timestamp":1526575142000},"page":"699-709","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Artificial Neural Networks and Fuzzy Logic for Specifying the Color of an Image Using Munsell Soil-Color Charts"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9408-6770","authenticated-orcid":false,"given":"Mar\u00eda Carmen","family":"Pegalajar","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7277-6575","authenticated-orcid":false,"given":"Manuel","family":"S\u00e1nchez-Mara\u00f1\u00f3n","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6716-5115","authenticated-orcid":false,"given":"Luis G.","family":"Baca Ru\u00edz","sequence":"additional","affiliation":[]},{"given":"Luis","family":"Mansilla","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2636-8706","authenticated-orcid":false,"given":"Miguel","family":"Delgado","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,5,18]]},"reference":[{"key":"59_CR1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4020-3995-9_586","volume-title":"Encyclopedia of Soil Science","author":"CG Paz","year":"2016","unstructured":"Paz, C.G., Rodr\u00edguez, T.T., Behan-Pelletier, V.M., Hill, S.B., Vidal-Torrado, P., Cooper, M.: Encyclopedia of Soil Science. Springer, Dordrecht (2016). https:\/\/doi.org\/10.1007\/978-1-4020-3995-9_586"},{"key":"59_CR2","unstructured":"Soil Survey Staff: Soil survey manual. Agricultural Handbook 18 Government Printing Office, Washington, DC (1993)"},{"key":"59_CR3","unstructured":"Thwaites, R.: Color. In: Lal, R. (ed.) Encyclopedia of Soil Science, pp. 211\u2013214. Marcel Dekkers, Inc. (2002)"},{"key":"59_CR4","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1007\/978-90-481-3585-1_237","volume-title":"Encyclopedia of Agrophysics","author":"M S\u00e1nchez-Mara\u00f1\u00f3n","year":"2011","unstructured":"S\u00e1nchez-Mara\u00f1\u00f3n, M.: Color indices, relationship with soil characteristics. In: Gli\u0144ski, J., Horabik, J., Lipiec, J. (eds.) Encyclopedia of Agrophysics, pp. 141\u2013145. Springer, Dordrecht (2011). https:\/\/doi.org\/10.1007\/978-90-481-3585-1_237"},{"key":"59_CR5","unstructured":"Munsell Color Company: Munsell soil color charts. Munsell color Company. Munsell Color Co., Baltimore, MD (2000)"},{"issue":"7","key":"59_CR6","doi-asserted-by":"publisher","first-page":"827","DOI":"10.1071\/SR04169","volume":"43","author":"M S\u00e1nchez-Mara\u00f1\u00f3n","year":"2005","unstructured":"S\u00e1nchez-Mara\u00f1\u00f3n, M., Huertas, R., Melgosa, M.: Colour variation in standard soil-colour charts. Soil Res. 43(7), 827\u2013837 (2005). https:\/\/doi.org\/10.1071\/SR04169","journal-title":"Soil Res."},{"key":"59_CR7","doi-asserted-by":"publisher","first-page":"200","DOI":"10.1016\/j.compag.2013.10.002","volume":"99","author":"L G\u00f3mez-Robledo","year":"2013","unstructured":"G\u00f3mez-Robledo, L., L\u00f3pez-Ruiz, N., Melgosa, M., Palma, A.J., Capit\u00e1n-Vallvey, L.F., S\u00e1nchez-Mara\u00f1\u00f3n, M.: Using the mobile phone as Munsell soil-colour sensor: an experiment under controlled illumination conditions. Comput. Electron. Agric. 99, 200\u2013208 (2013). https:\/\/doi.org\/10.1016\/j.compag.2013.10.002","journal-title":"Comput. Electron. Agric."},{"key":"59_CR8","doi-asserted-by":"publisher","first-page":"100","DOI":"10.1016\/j.catena.2015.07.015","volume":"135","author":"SS Zanetti","year":"2015","unstructured":"Zanetti, S.S., Cec\u00edlio, R.A., Alves, E.G., Silva, V.H., Sousa, E.F.: Estimation of the moisture content of tropical soils using colour images and artificial neural networks. Catena 135, 100\u2013106 (2015). https:\/\/doi.org\/10.1016\/j.catena.2015.07.015","journal-title":"Catena"},{"issue":"5","key":"59_CR9","first-page":"1645","volume":"12","author":"F Utaminingrum","year":"2016","unstructured":"Utaminingrum, F., Robbani, I.H.: Scotect algorithm: a novel approach for soil color detection process using five steps algorithm. Int. J. Innov. Comput. Inf. Control 12(5), 1645\u20131653 (2016)","journal-title":"Int. J. Innov. Comput. Inf. Control"},{"key":"59_CR10","unstructured":"Beucher, A., M\u00f8ller, A.B., Greve, M.H.: Artificial neural networks for soil drainage class mapping in Denmark. In: 2016 7th Digital Soil Mapping (2016). http:\/\/digitalsoilmapping.org\/fileadmin\/digitalsoilmapping.org\/Updated_book_of_abstract_for_publishing_online_260616.pdf#page=82"},{"issue":"1","key":"59_CR11","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1007\/s13762-015-0856-4","volume":"13","author":"A Jafarzadeh","year":"2016","unstructured":"Jafarzadeh, A., Pal, M., Servati, M., FazeliFard, M., Ghorbani, M.: Comparative analysis of support vector machine and artificial neural network models for soil cation exchange capacity prediction. Int. J. Environ. Sci. Technol. 13(1), 87\u201396 (2016). https:\/\/doi.org\/10.1007\/s13762-015-0856-4","journal-title":"Int. J. Environ. Sci. Technol."},{"key":"59_CR12","doi-asserted-by":"publisher","DOI":"10.5772\/67989","volume-title":"Modern Fuzzy Control Systems and Its Applications","author":"Ignacio Mel\u00e9ndez-Pastor","year":"2017","unstructured":"Mel\u00e9ndez-Pastor, I., Pedre\u00f1o, J.N., Lucas, I.G., Zorpas, A.A.: A model for evaluating soil vulnerability to erosion using remote sensing data and a fuzzy logic system. In: Modern Fuzzy Control Systems and its Applications. InTech (2017). https:\/\/doi.org\/10.5772\/67989"},{"key":"59_CR13","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1016\/j.geoderma.2014.09.021","volume":"239","author":"C Akumu","year":"2015","unstructured":"Akumu, C., Johnson, J., Etheridge, D., Uhlig, P., Woods, M., Pitt, D., McMurray, S.: GIS-fuzzy logic based approach in modeling soil texture: using parts of the Clay Belt and Hornepayne region in Ontario Canada as a case study. Geoderma 239, 13\u201324 (2015). https:\/\/doi.org\/10.1016\/j.geoderma.2014.09.021","journal-title":"Geoderma"},{"issue":"1","key":"59_CR14","doi-asserted-by":"publisher","first-page":"0","DOI":"10.4195\/nse2016.03.0005","volume":"45","author":"R. Y. Stiglitz","year":"2016","unstructured":"Stiglitz, R., Mikhailova, E., Post, C., Schlautman, M., Sharp, J.: Teaching soil color determination using an inexpensive color sensor. Nat. Sci. Edu, 45(1) (2016). https:\/\/doi.org\/10.4195\/nse2016.03.0005","journal-title":"Natural Sciences Education"},{"key":"59_CR15","unstructured":"Stiglitz, R.Y.: Application of low-cost color sensor technology in soil data collection and soil science education (2017). http:\/\/search.proquest.com\/docview\/1964286298?accountid=14542"},{"issue":"3","key":"59_CR16","doi-asserted-by":"publisher","first-page":"984","DOI":"10.2136\/sssaj2010.0336","volume":"75","author":"M S\u00e1nchez-Mara\u00f1\u00f3n","year":"2011","unstructured":"S\u00e1nchez-Mara\u00f1\u00f3n, M., Garc\u00eda, P.A., Huertas, R., Hern\u00e1ndez-Andr\u00e9s, J., Melgosa, M.: Influence of natural daylight on soil color description: assessment using a color-appearance model. Soil Sci. Soc. Am. J. 75(3), 984\u2013993 (2011). https:\/\/doi.org\/10.2136\/sssaj2010.0336","journal-title":"Soil Sci. Soc. Am. J."},{"key":"59_CR17","volume-title":"Neural Network Design","author":"HB Demuth","year":"2014","unstructured":"Demuth, H.B., Beale, M.H., De Jess, O., Hagan, M.T.: Neural Network Design. Martin Hagan, Stillwater (2014). http:\/\/dl.acm.org\/citation.cfm?id=2721661"},{"key":"59_CR18","volume-title":"Neural Networks and Learning Machines","author":"S Haykin","year":"2008","unstructured":"Haykin, S.: Neural Networks and Learning Machines. Prentice Hall, New York (2008). http:\/\/cise.ufl.edu\/class\/cap6615sp12\/syllabus.pdf"},{"key":"59_CR19","doi-asserted-by":"publisher","first-page":"307","DOI":"10.1007\/978-1-4613-3754-6_19","volume-title":"Advances in Fuzzy Sets, Possibility Theory, and Applications","author":"EH Mamdani","year":"1983","unstructured":"Mamdani, E.H., \u00d8stergaard, J.J., Lembessis, E.: Use of fuzzy logic for implementing rule-based control of industrial processes. In: Wang, P.P. (ed.) Advances in Fuzzy Sets, Possibility Theory, and Applications, pp. 307\u2013323. Springer, Boston (1983). https:\/\/doi.org\/10.1007\/978-1-4613-3754-6_19"},{"issue":"3","key":"59_CR20","doi-asserted-by":"publisher","first-page":"345","DOI":"10.1109\/5.364485","volume":"83","author":"JM Mendel","year":"1995","unstructured":"Mendel, J.M.: Fuzzy logic systems for engineering: a tutorial. Proc. IEEE 83(3), 345\u2013377 (1995). https:\/\/doi.org\/10.1109\/5.364485","journal-title":"Proc. IEEE"},{"issue":"3","key":"59_CR21","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1145\/175247.175255","volume":"37","author":"LA Zadeh","year":"1994","unstructured":"Zadeh, L.A.: Fuzzy logic, neural networks, and soft computing. Commun. ACM 37(3), 77\u201385 (1994)","journal-title":"Commun. ACM"},{"key":"59_CR22","doi-asserted-by":"publisher","unstructured":"Shi, Y., Eberhart, R.C.: Fuzzy adaptive particle swarm optimization. In: 2001 Proceedings of the 2001 Congress on Evolutionary Computation, pp. 101\u2013106. IEEE (2001). https:\/\/doi.org\/10.1109\/cec.2001.934377","DOI":"10.1109\/cec.2001.934377"}],"container-title":["Communications in Computer and Information Science","Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-91473-2_59","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T14:08:45Z","timestamp":1710252525000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-91473-2_59"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319914725","9783319914732"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-91473-2_59","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"18 May 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IPMU","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"C\u00e1diz","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 June 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 June 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ipmu2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/ipmu2018.uca.es\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}