| Kode Mata Kuliah | TG5014 / 2 SKS |
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| Penyelenggara | 223 - Geophysical Engineering / FTTM |
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| Kategori | Lecture |
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| Bahasa Indonesia | English |
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| Nama Mata Kuliah | Analisis Data Deret Waktu-Spasial | Time-Spatial Series Data Analysis |
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| Bahan Kajian | - Transformasi Fourier: DFT dan FFT; konvolusi dan korelasi; teori sampling; frequency filtering; time-frequency representation: STFT, wavelet dan S-transform.
- Analisis data spatial: review spatial statistics; metoda nearest neighbor, triangulation dan inverse distance, variogram dan covariance; metoda two-point statistics: Kriging dan Co-Kriging; serta metoda multi-point statistics.
- Aplikasi analisa data deret waktu dan spatial dalam geofisika.
| - Fourier Transform: DFT and FFT; convolution and correlation; sampling theory; frequency filtering; time-frequency representation: STFT, wavelet and S-transform.
- Spatial data analysis: review of spatial statistics; nearest neighbor, triangulation and inverse distance, variogram and covariance methods; two-point statistical methods: Kriging and Co-Kriging; as well as multi-point statistical methods.
- Application of time series and spatial data analysis in geophysics.
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| Capaian Pembelajaran Mata Kuliah (CPMK) | - Mahasiswa dapat memahami dengan baik dan benar metoda analisis data deret waktu dan spatial
- Mahasiswa dapat mengaplikasikan analisis data deret waktu dan spasial untuk menyelesaikan beberapa permasalahan geofisika, baik untuk data deret waktu yang bersifat stationary, maupun yang non-stationary; serta data spatial, baik menggunakan pendekatan two-point statistics maupun multi-point statistics.
| - Students can understand properly and correctly the methods of analyzing time series and spatial data
- Students can apply time series and spatial data analysis to solve several geophysical problems, both for stationary and non-stationary time series data; as well as spatial data, using both two-point statistics and multi-point statistics approaches.
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| Metode Pembelajaran | Kuliah di kelas, tugas individu, presentasi, penugasan di kelas | Lectures in class, individual assignments, presentations, assignments in class |
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| Modalitas Pembelajaran | Luring, daring, bauran | Offline, Online, hybrid |
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| Jenis Nilai | ABCDE |
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| Metode Penilaian | QUIZ, PRESENTASI, UTS, UAS | QUIZ, PRESENTASI, UTS, UAS |
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| Catatan Tambahan | | |
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