지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2013.4
- 수록면
- 401 - 408 (8page)
이용수
초록· 키워드
오류제보하기
Soil moisture is a very important variable in carious area of hydrological processes. We predict the soil moisture using a support vector regression. The model is trained and tested using the soil moisture data observed in five sites in the Yongdam dam basin. With respect to soil moisture data of of four sites-Jucheon, Bugui, Sangieon and Ahncheoncheon2 for validating the model, the correlation between the estimates those of artificial neural network models.
목차
등록된 정보가 없습니다.
참고문헌 (13)
참고문헌 신청
1. [학술지(정기간행물)] - Ahmad, S. / 2010 / Estimating soil moisture using remote sensing data : A machine learning approach / Advances in Water Resources 33 : 69 ~ 80
2. [학술지(정기간행물)] - Karatzoglou, A. / 2006 / Support vector machine in R / Journal of Statistical Software 15 : 1 ~ 28
3. [학술지(정기간행물)] - Kim, G. / 2002 / Space-time characterization of soil moisture from passive microwave remotely sensed imagery and ancillary data / Remote Sensing of Environment 81 : 393 ~ 403
4. [학술지(정기간행물)] - Laio, F. / 2006 / A vertically extended stochastic model of soil moisture in the root zone / Water Resources Research 42 : 02406 ~
5. [학술지(정기간행물)] - Mercer, J. / 1909 / Functions of positive and negative type and their connection with the theory of integral equations / Philosophical Transactions of the Royal Society A 209 : 415 ~ 446
2. [학술지(정기간행물)] - Karatzoglou, A. / 2006 / Support vector machine in R / Journal of Statistical Software 15 : 1 ~ 28
3. [학술지(정기간행물)] - Kim, G. / 2002 / Space-time characterization of soil moisture from passive microwave remotely sensed imagery and ancillary data / Remote Sensing of Environment 81 : 393 ~ 403
4. [학술지(정기간행물)] - Laio, F. / 2006 / A vertically extended stochastic model of soil moisture in the root zone / Water Resources Research 42 : 02406 ~
5. [학술지(정기간행물)] - Mercer, J. / 1909 / Functions of positive and negative type and their connection with the theory of integral equations / Philosophical Transactions of the Royal Society A 209 : 415 ~ 446
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UCI(KEPA) : I410-ECN-0101-2018-041-001383362