[{"publication_status":"published","publication":"International Journal of Production Economics","user_id":"220548","main_file_link":[{"open_access":"1","url":"https://doi.org/10.1016/j.ijpe.2024.109498"}],"publication_identifier":{"issn":["0925-5273"]},"type":"journal_article","oa":"1","volume":280,"title":"Data-driven digital transformation for uncertainty reduction – Application of satellite imagery analytics in institutional crop credit management","article_type":"original","date_created":"2025-01-27T08:29:59Z","department":[{"_id":"4b2dc5c9-bee3-11eb-b75f-ecc80f94fb21"}],"quality_controlled":"1","article_number":"109498","language":[{"iso":"eng"}],"year":"2025","_id":"5405","publisher":"Elsevier BV","date_updated":"2026-03-17T15:29:17Z","intvolume":"       280","doi":"10.1016/j.ijpe.2024.109498","status":"public","citation":{"mla":"Narayanamurthy, Gopalakrishnan, et al. “Data-Driven Digital Transformation for Uncertainty Reduction – Application of Satellite Imagery Analytics in Institutional Crop Credit Management.” <i>International Journal of Production Economics</i>, vol. 280, 109498, Elsevier BV, 2025, doi:<a href=\"https://doi.org/10.1016/j.ijpe.2024.109498\">10.1016/j.ijpe.2024.109498</a>.","ama":"Narayanamurthy G, Jayanth RSS, Moser R, Schäfers T, Nagendra NP. Data-driven digital transformation for uncertainty reduction – Application of satellite imagery analytics in institutional crop credit management. <i>International Journal of Production Economics</i>. 2025;280. doi:<a href=\"https://doi.org/10.1016/j.ijpe.2024.109498\">10.1016/j.ijpe.2024.109498</a>","short":"G. Narayanamurthy, R.S.S. Jayanth, R. Moser, T. Schäfers, N.P. Nagendra, International Journal of Production Economics 280 (2025).","chicago":"Narayanamurthy, Gopalakrishnan, R Sai Shiva Jayanth, Roger Moser, Tobias Schäfers, and Narayan Prasad Nagendra. “Data-Driven Digital Transformation for Uncertainty Reduction – Application of Satellite Imagery Analytics in Institutional Crop Credit Management.” <i>International Journal of Production Economics</i> 280 (2025). <a href=\"https://doi.org/10.1016/j.ijpe.2024.109498\">https://doi.org/10.1016/j.ijpe.2024.109498</a>.","alphadin":"<span style=\"font-variant:small-caps;\">Narayanamurthy, Gopalakrishnan</span> ; <span style=\"font-variant:small-caps;\">Jayanth, R Sai Shiva</span> ; <span style=\"font-variant:small-caps;\">Moser, Roger</span> ; <span style=\"font-variant:small-caps;\">Schäfers, Tobias</span> ; <span style=\"font-variant:small-caps;\">Nagendra, Narayan Prasad</span>: Data-driven digital transformation for uncertainty reduction – Application of satellite imagery analytics in institutional crop credit management. In: <i>International Journal of Production Economics</i> Bd. 280, Elsevier BV (2025)","apa":"Narayanamurthy, G., Jayanth, R. S. S., Moser, R., Schäfers, T., &#38; Nagendra, N. P. (2025). Data-driven digital transformation for uncertainty reduction – Application of satellite imagery analytics in institutional crop credit management. <i>International Journal of Production Economics</i>, <i>280</i>. <a href=\"https://doi.org/10.1016/j.ijpe.2024.109498\">https://doi.org/10.1016/j.ijpe.2024.109498</a>","bibtex":"@article{Narayanamurthy_Jayanth_Moser_Schäfers_Nagendra_2025, title={Data-driven digital transformation for uncertainty reduction – Application of satellite imagery analytics in institutional crop credit management}, volume={280}, DOI={<a href=\"https://doi.org/10.1016/j.ijpe.2024.109498\">10.1016/j.ijpe.2024.109498</a>}, number={109498}, journal={International Journal of Production Economics}, publisher={Elsevier BV}, author={Narayanamurthy, Gopalakrishnan and Jayanth, R Sai Shiva and Moser, Roger and Schäfers, Tobias and Nagendra, Narayan Prasad}, year={2025} }","ieee":"G. Narayanamurthy, R. S. S. Jayanth, R. Moser, T. Schäfers, and N. P. Nagendra, “Data-driven digital transformation for uncertainty reduction – Application of satellite imagery analytics in institutional crop credit management,” <i>International Journal of Production Economics</i>, vol. 280, 2025."},"author":[{"first_name":"Gopalakrishnan","full_name":"Narayanamurthy, Gopalakrishnan","last_name":"Narayanamurthy"},{"full_name":"Jayanth, R Sai Shiva","last_name":"Jayanth","first_name":"R Sai Shiva"},{"last_name":"Moser","full_name":"Moser, Roger","first_name":"Roger"},{"last_name":"Schäfers","orcid":"0000-0002-2533-335X","full_name":"Schäfers, Tobias","first_name":"Tobias","id":"253685"},{"full_name":"Nagendra, Narayan Prasad","last_name":"Nagendra","first_name":"Narayan Prasad"}]}]