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
- 2015.1
- 수록면
- 157 - 165 (9page)
이용수
초록· 키워드
오류제보하기
Regression analysis and kriging are popular spatialestimation methods often used in soil science to provide soil informationat different spatial resolutions and extent. Attempts havebeen made to combine them into a method known as regressionkriging (RK). With the increasing acceptance of digital soil mappingparadigm, utilization of spatial estimation method such as RK isbound to rise. Although RK is versatile and popular, its currentformat has deficiencies which can hinder the quality of estimatedsoil properties. One of the deficiencies of RK is the failure of itsregression model to recognize that natural soil occurs in groupswith unique response characteristics to soil forming factors. Ideally,these groups should be represented as a family of curves whenmodelling the landscape. However, the current applications tend touse average models which either block/control the grouping effectsor do not statistically recognize them. In this paper, mixed-effectsmodelling technique is shown for ingenious recognition of soil groupingsand consequent improvement of RK accuracy. Mixed-effectsmodelling allows for simultaneous regression estimation for individualmodels in a group and for different groups in the landscape.
Its implementation in RK has been illustrated using executablescripts in R. It gives better mapping accuracy and reliable maps thanthe current application in RK. The new RK and its easy implementationin R software are anticipated to provide potential for wideapplication and eventual contribution to improved soil mappingand application of DSM.
목차
등록된 정보가 없습니다.
참고문헌 (31)
참고문헌 신청
Barshad, I / 1957 / Factors affecting clay formation / Clays and Clay Minerals 6:110~132
Batjes, N.H / 2008 / ISRIC-WISE Harmonized Global Soil Profile Dataset :59
Brus, D.J. / 2008 / Bayesian maximum entropy estimation of soil categories using a traditional soil map as soft information / European Journal of Soil Science 59:166~177
Carré, F. / 2002 / Quantitative mapping of soil types based on regression kriging of taxonomic distances with landform and land cover attributes / Geoderma 110:241~263
Cui, H. / 1995 / Extension of spatial information, Bayesian kriging and updating of prior variogram parameters / Environmetrics 6:373~384
Batjes, N.H / 2008 / ISRIC-WISE Harmonized Global Soil Profile Dataset :59
Brus, D.J. / 2008 / Bayesian maximum entropy estimation of soil categories using a traditional soil map as soft information / European Journal of Soil Science 59:166~177
Carré, F. / 2002 / Quantitative mapping of soil types based on regression kriging of taxonomic distances with landform and land cover attributes / Geoderma 110:241~263
Cui, H. / 1995 / Extension of spatial information, Bayesian kriging and updating of prior variogram parameters / Environmetrics 6:373~384
함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
서울 지역 지상 NO2 농도 공간 분포 분석을 위한 회귀 모델 및 기계학습 기법 비교
대한원격탐사학회지
2021 .12
-
Establishment of soil development index suitable for Korean soils using soil properties
지질학회지
2025 .03
-
Effects of soil moisture content on soil physicochemical properties exposed to CO₂
대한지질학회 학술대회
2017 .10
-
Responses of Low-Quality Soil Microbial Community Structure and Activities to Application of a Mixed Material of Humic Acid, Biochar, and Super Absorbent Polymer
Journal of Microbiology and Biotechnology
2020 .01
-
The Characteristics of Saemangeum Soil Microbial Community with Soil Management Method
한국미생물학회 학술대회논문집
2020 .10
-
RK-270D and E, Oxindole Derivatives from Streptomyces sp. with Anti-Angiogenic Activity
Journal of Microbiology and Biotechnology
2022 .03
-
유기자원 연용이 유기농 옥수수 밭토양의 화학성과 옥수수 수량에 미치는 영향
한국환경과학회지
2020 .12
-
Soil Microbial Communities Associated with Three Arctic Plants in Different Local Environments in Ny–Ålesund, Svalbard
Journal of Microbiology and Biotechnology
2022 .10
-
Soil properties and molecular compositions of soil organic matter in four different Arctic regions
극지연구소 초록집
2023 .07
-
Distinct Soil Bacterial Distribution in Four Different Farming Management Soils
한국미생물학회 학술대회논문집
2017 .04
-
Complete Genome Sequence of the Aneurinibacillus soli CB4T from Soil of Mountain
한국미생물학회 학술대회논문집
2017 .04
-
Spatial distribution and origin of soil CO2 in Andeok area, Jeju
Geosciences Journal
2024 .08
-
토양 깊이별 연간 토양온도 추정모형 설정
한국기후변화학회지
2024 .12
-
Analysis of Soil Microbial Properties under Upland Soil in Gyeongnam Province
한국미생물학회 학술대회논문집
2022 .10
-
유용한 바실러스의 토양 접종에 따른 토착 세균 군집의 변화
한국미생물·생명공학회지
2018 .01
-
인과순환구조 분석을 활용한 지속가능한 수변도시의 그린 인프라 도입 및 식재기반 계획 - 부산 에코델타시티를 중심으로 -
한국기후변화학회지
2021 .12
-
산불 화재시 노출시간에 따른 토양의 특성 분석
문화재방재학회 논문집
2024 .08
-
제설제 피해지에서 토양개량제 처리에 따른 구절초의 생육특성 비교
한국환경과학회지
2021 .03
-
호박꽃과실파리의 트랩형 수컷박멸제 기반 기술 개발
한국응용곤충학회지
2017 .01
-
Bacterial and Protozoan Dynamics Upon Thawing and Freezing of an Active Layer Permafrost Soil
한국미생물학회 학술대회논문집
2018 .04
이 논문의 저자 정보
최근 본 자료
댓글(0)
0