{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,25]],"date-time":"2025-11-25T06:57:36Z","timestamp":1764053856398,"version":"3.28.0"},"reference-count":13,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,7,16]],"date-time":"2023-07-16T00:00:00Z","timestamp":1689465600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,7,16]],"date-time":"2023-07-16T00:00:00Z","timestamp":1689465600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,7,16]]},"DOI":"10.1109\/igarss52108.2023.10282371","type":"proceedings-article","created":{"date-parts":[[2023,10,20]],"date-time":"2023-10-20T13:42:53Z","timestamp":1697809373000},"page":"3542-3545","source":"Crossref","is-referenced-by-count":3,"title":["Informative Earth Observation Variables for Cotton Yield Prediction Using Explainable Boosting Machine"],"prefix":"10.1109","author":[{"given":"Mehmet Furkan","family":"Celik","sequence":"first","affiliation":[{"name":"Faculty of Civil Engineering, Istanbul Technical University (ITU),Istanbul,Turkey,TR-34469"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mustafa","family":"Serkan Isik","sequence":"additional","affiliation":[{"name":"Faculty of Civil Engineering, Istanbul Technical University (ITU),Istanbul,Turkey,TR-34469"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Esra","family":"Erten","sequence":"additional","affiliation":[{"name":"Faculty of Civil Engineering, Istanbul Technical University (ITU),Istanbul,Turkey,TR-34469"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gulsen","family":"Taskin","sequence":"additional","affiliation":[{"name":"Earthquake Engineering and Disaster Management Institute, ITU,Istanbul,Turkey,TR-34469"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330701"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2021.08.015"},{"key":"ref11","article-title":"Explainable artificial intelligence for cotton yield prediction with multisource data","volume":"under review","author":"\u00e7elik","year":"2023","journal-title":"IEEE Geoscience and Remote Sensing Letters"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/2487575.2487579"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2019.2891953"},{"key":"ref1","doi-asserted-by":"crossref","first-page":"106781","DOI":"10.1016\/j.compag.2022.106781","article-title":"Biophysical parameter estimation of crops from polarimetric synthetic aperture radar imagery with data-driven polynomial chaos expansion and global sensitivity analysis","volume":"194","author":"\u00e7elik","year":"2022","journal-title":"Computers and Electronics in Agriculture"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.5194\/soil-7-217-2021"},{"key":"ref7","doi-asserted-by":"crossref","DOI":"10.1109\/IGARSS52108.2023.10281702","article-title":"Interpretable cotton yield prediction model using EO time series","author":"isik","year":"2023","journal-title":"IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium"},{"article-title":"Interpretml: A unified framework for machine learning interpretability","year":"2019","author":"nori","key":"ref9"},{"key":"ref4","first-page":"8227","article-title":"Accuracy, interpretability, and differential privacy via explainable boosting","author":"nori","year":"2021","journal-title":"International Conference on Machine Learning"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2339530.2339556"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2016.2517118"},{"article-title":"Estimate deformation capacity of non-ductile rc shear walls using explainable boosting machine","year":"2023","author":"deger","key":"ref5"}],"event":{"name":"IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium","start":{"date-parts":[[2023,7,16]]},"location":"Pasadena, CA, USA","end":{"date-parts":[[2023,7,21]]}},"container-title":["IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10281394\/10281399\/10282371.pdf?arnumber=10282371","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,13]],"date-time":"2023-11-13T14:07:50Z","timestamp":1699884470000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10282371\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,7,16]]},"references-count":13,"URL":"https:\/\/doi.org\/10.1109\/igarss52108.2023.10282371","relation":{},"subject":[],"published":{"date-parts":[[2023,7,16]]}}}