| Course title | |||||
| 地球統計学特論 [Advanced Geostatistics] | |||||
| Course category | Requirement | Credit | 1 | ||
| Department | Year | 1～ | Semester | Spring | |
| Course type | Spring | Course code | 05MT5806 | ||
| Instructor(s) | |||||
| 斎藤 広隆 [SAITO Hirotaka] | |||||
| Facility affiliation | Faculty of Agriculture | Office | Email address | ||
| Course description |
| In this course, the basic theory of spatial analysis of environmental data using geostatistic (geostatistics) will be introduced. Students learn about spatial interpolation methods and constructing probabilistic models of spatial data by extracting features of spatial distribution and variation using geostatistical methods. |
| Expected Learning |
|
・ Calculate and interpret semi-variogram ・ Understand what Kriging is ・ Know basic operation of SGeMS |
| Course schedule |
|
1: Basics of history and statistics of geostatistics 2: Semi-variogram 3: Multivariate Geostatistics 4: Random variable 5: Semi-variogram modeling 6: Kriging 7: Weighting factor of kriging Final presentation |
| Prerequisites |
| N/A |
| Required Text(s) and Materials |
| References |
| 『 Geostatistics for Natural Resources Evaluation 』 Pierre Goovaerts, Oxford University Press |
| Assessment/Grading |
| Homework 50%, Final presentation 50% |
| Message from instructor(s) |
| Course keywords |
| Geostatistics, semivariogram, kriging |
| Office hours |
| By appointment only. |
| Remarks 1 |
| Will be taught in English.I will explain it in Japanese as appropriate. |
| Remarks 2 |
| Related URL |
| Lecture Language |
| English |
| Language Subject |
| Last update |
| 3/22/2018 4:22:50 PM |