Computational Biogeochemistry

Modeling, forecast, statistical models, machine learning

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Supplementary materials of POC forecast (Sunda Shelf Sea) Apr 19, 2024 - Marine Forecast Dataverse Wahyudi, Aan Johan, 2023, "Supplementary materials of POC forecast (Sunda Shelf Sea)", https://hdl.handle.net/20.500.12690/RIN/DKMABL, RIN Dataverse, V3, UNF:6:mQu2raqyMv99KVhCC56f4A== [fileUNF] Supplementary materials of Sunda Shelf's POC forecast (SARIMA and SARIMAX)
51910_FormKesediaanOpenDataversiBRIN.pdf Apr 19, 2024 - Supplementary materials of POC forecast (Sunda Shelf Sea) Adobe PDF - 160.4 KB - MD5: f0ad89bb83331732b09186354ecc921b
01 - hindcast_dataset.tab Mar 21, 2024 - Supplementary materials of POC forecast (Sunda Shelf Sea) Tabular Data - 19.4 KB - 7 Variables, 279 Observations - UNF:6:kNFntbr3KTfNrZHmRy0KeA== Hindcast dataset of POC of Sunda Shelf Sea
02 - Partial Least Squares (PLS).docx Mar 21, 2024 - Supplementary materials of POC forecast (Sunda Shelf Sea) MS Word - 16.8 KB - MD5: 5dc89dd5225166757552c3394b4ff2ab PLS result
03 - SARIMA-SARIMAX Python code-rev.docx Mar 21, 2024 - Supplementary materials of POC forecast (Sunda Shelf Sea) MS Word - 29.5 KB - MD5: 2686e1174f79007246df633a4ed37189 Python code for generating SARIMA and SARIMAX model
04 - SARIMA and SARIMAX metric.docx Mar 21, 2024 - Supplementary materials of POC forecast (Sunda Shelf Sea) MS Word - 902.3 KB - MD5: d7dcccd0193a49e0d406989727f7a165 SARIMA and SARIMAX metric and validation
05 - SARIMA_Forecast.tab Mar 21, 2024 - Supplementary materials of POC forecast (Sunda Shelf Sea) Tabular Data - 7.0 KB - 5 Variables, 98 Observations - UNF:6:OfrgnFQZ5uB3qCR7DfKCgA== forecast data of POC using the SARIMA model
06 - SARIMAX[exog=SST]_Forecast.tab Mar 21, 2024 - Supplementary materials of POC forecast (Sunda Shelf Sea) Tabular Data - 7.0 KB - 5 Variables, 98 Observations - UNF:6:8yG9hJJkOIRGIvz95kVYWw== forecast data of POC using the SARIMAX[exog=SST] model
Appendix.docx Mar 21, 2024 - Supplementary materials of POC forecast (Sunda Shelf Sea) MS Word - 14.7 KB - MD5: bea3a256f1e94d65ef3261884560e695 Appendix

Supplementary materials of POC forecast (Sunda Shelf Sea)

Apr 19, 2024 - Marine Forecast Dataverse

Wahyudi, Aan Johan, 2023, "Supplementary materials of POC forecast (Sunda Shelf Sea)", https://hdl.handle.net/20.500.12690/RIN/DKMABL, RIN Dataverse, V3, UNF:6:mQu2raqyMv99KVhCC56f4A== [fileUNF]

Supplementary materials of Sunda Shelf's POC forecast (SARIMA and SARIMAX)

51910_FormKesediaanOpenDataversiBRIN.pdf

Apr 19, 2024 - Supplementary materials of POC forecast (Sunda Shelf Sea)

Adobe PDF - 160.4 KB -

01 - hindcast_dataset.tab

Mar 21, 2024 - Supplementary materials of POC forecast (Sunda Shelf Sea)

Tabular Data - 19.4 KB - 7 Variables, 279 Observations -

Hindcast dataset of POC of Sunda Shelf Sea

02 - Partial Least Squares (PLS).docx

Mar 21, 2024 - Supplementary materials of POC forecast (Sunda Shelf Sea)

MS Word - 16.8 KB -

PLS result

03 - SARIMA-SARIMAX Python code-rev.docx

Mar 21, 2024 - Supplementary materials of POC forecast (Sunda Shelf Sea)

MS Word - 29.5 KB -

Python code for generating SARIMA and SARIMAX model

04 - SARIMA and SARIMAX metric.docx

Mar 21, 2024 - Supplementary materials of POC forecast (Sunda Shelf Sea)

MS Word - 902.3 KB -

SARIMA and SARIMAX metric and validation

05 - SARIMA_Forecast.tab

Mar 21, 2024 - Supplementary materials of POC forecast (Sunda Shelf Sea)

Tabular Data - 7.0 KB - 5 Variables, 98 Observations -

forecast data of POC using the SARIMA model

06 - SARIMAX[exog=SST]_Forecast.tab

Mar 21, 2024 - Supplementary materials of POC forecast (Sunda Shelf Sea)

Tabular Data - 7.0 KB - 5 Variables, 98 Observations -

forecast data of POC using the SARIMAX[exog=SST] model

Appendix.docx

Mar 21, 2024 - Supplementary materials of POC forecast (Sunda Shelf Sea)

MS Word - 14.7 KB -

Appendix

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