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Prediction of the Future Temperature of Baghdad City by Land Surface Temperature (LST) Dynamics Using the BiLSTM Deep Learning Model.

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Title: Prediction of the Future Temperature of Baghdad City by Land Surface Temperature (LST) Dynamics Using the BiLSTM Deep Learning Model.
Alternate Title: التنبؤ بدرجة الحرارة المستقبلية لمدينة بغداد من خلال ديناميكيات درجة حرارة سطح الأرض (LST) باستعمال نموذج التعلم العميق BILSTM.
Authors: Harba, Hind S.1, Harba, Eman S.2, Abdulmunem, Inas Ali3 inas.ali@uobaghdad.edu.iq, Al-Timimi, Yaseen K.1
Source: Iraqi Journal of Science. 2025, Vol. 66 Issue 3, p1311-1325. 15p.
Database: Academic Search Ultimate
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  Data: Prediction of the Future Temperature of Baghdad City by Land Surface Temperature (LST) Dynamics Using the BiLSTM Deep Learning Model.
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  Data: التنبؤ بدرجة الحرارة المستقبلية لمدينة بغداد من خلال ديناميكيات درجة حرارة سطح الأرض (LST) باستعمال نموذج التعلم العميق BILSTM.
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  Data: <searchLink fieldCode="AR" term="%22Harba%2C+Hind+S%2E%22">Harba, Hind S.</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AR" term="%22Harba%2C+Eman+S%2E%22">Harba, Eman S.</searchLink><relatesTo>2</relatesTo><br /><searchLink fieldCode="AR" term="%22Abdulmunem%2C+Inas+Ali%22">Abdulmunem, Inas Ali</searchLink><relatesTo>3</relatesTo><i> inas.ali@uobaghdad.edu.iq</i><br /><searchLink fieldCode="AR" term="%22Al-Timimi%2C+Yaseen+K%2E%22">Al-Timimi, Yaseen K.</searchLink><relatesTo>1</relatesTo>
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  Data: <searchLink fieldCode="JN" term="%22Iraqi+Journal+of+Science%22">Iraqi Journal of Science</searchLink>. 2025, Vol. 66 Issue 3, p1311-1325. 15p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=185007127
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.24996/ijs.2025.66.3.27
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      – Code: eng
        Text: English
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        PageCount: 15
        StartPage: 1311
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      – TitleFull: Prediction of the Future Temperature of Baghdad City by Land Surface Temperature (LST) Dynamics Using the BiLSTM Deep Learning Model.
        Type: main
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            NameFull: Harba, Hind S.
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            NameFull: Harba, Eman S.
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            NameFull: Abdulmunem, Inas Ali
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            NameFull: Al-Timimi, Yaseen K.
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            – D: 01
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              Text: 2025
              Type: published
              Y: 2025
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              Value: 66
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