相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Impacts of climate-induced permafrost degradation on vegetation: A review
Jin Xiao-Ying et al.
ADVANCES IN CLIMATE CHANGE RESEARCH (2021)
Mapping the permafrost stability on the Tibetan Plateau for 2005-2015
Youhua Ran et al.
SCIENCE CHINA-EARTH SCIENCES (2021)
Modeling permafrost changes on the Qinghai-Tibetan plateau from 1966 to 2100: A case study from two boreholes along the Qinghai-Tibet engineering corridor
Zhe Sun et al.
PERMAFROST AND PERIGLACIAL PROCESSES (2020)
High-resolution and three-dimensional mapping of soil texture of China
Feng Liu et al.
GEODERMA (2020)
A note on knowledge discovery and machine learning in digital soil mapping
Alexandre M. J-C Wadoux et al.
EUROPEAN JOURNAL OF SOIL SCIENCE (2020)
Digital soil mapping and GlobalSoilMap . Main advances and ways forward
Dominique Arrouays et al.
GEODERMA REGIONAL (2020)
Selecting appropriate machine learning methods for digital soil mapping
Yones Khaledian et al.
APPLIED MATHEMATICAL MODELLING (2020)
Comparison of additive and isometric log-ratio transformations combined with machine learning and regression kriging models for mapping soil particle size fractions
Zong Wang et al.
GEODERMA (2020)
Three-dimensional digital soil mapping of multiple soil properties at a field-scale using regression kriging
Yakun Zhang et al.
GEODERMA (2020)
Changing climate and the permafrost environment on the Qinghai-Tibet (Xizang) plateau
Lin Zhao et al.
PERMAFROST AND PERIGLACIAL PROCESSES (2020)
A case-based method of selecting covariates for digital soil mapping
Liang Peng et al.
JOURNAL OF INTEGRATIVE AGRICULTURE (2020)
Remote sensing spatiotemporal patterns of frozen soil and the environmental controls over the Tibetan Plateau during 2002-2016
Guanheng Zheng et al.
REMOTE SENSING OF ENVIRONMENT (2020)
On the interpretability of predictors in spatial data science: the information horizon
Thorsten Behrens et al.
SCIENTIFIC REPORTS (2020)
Machine learning for digital soil mapping: Applications, challenges and suggested solutions
Alexandre M. J-C Wadoux et al.
EARTH-SCIENCE REVIEWS (2020)
Pedology and digital soil mapping (DSM)
Yuxin Ma et al.
EUROPEAN JOURNAL OF SOIL SCIENCE (2019)
An integrated method of selecting environmental covariates for predictive soil depth mapping
Lu Yuan-yuan et al.
JOURNAL OF INTEGRATIVE AGRICULTURE (2019)
Some practical aspects of predicting texture data in digital soil mapping
Alireza Amirian-Chakan et al.
SOIL & TILLAGE RESEARCH (2019)
The relevant range of scales for multi-scale contextual spatial modelling
Thorsten Behrens et al.
SCIENTIFIC REPORTS (2019)
A review of the global soil property maps for Earth system models
Yongjiu Dai et al.
SOIL (2019)
1 km monthly temperature and precipitation dataset for China from 1901 to 2017
Shouzhang Peng et al.
EARTH SYSTEM SCIENCE DATA (2019)
Paintings predict the distribution of species, or the challenge of selecting environmental predictors and evaluation statistics
Yoan Fourcade et al.
GLOBAL ECOLOGY AND BIOGEOGRAPHY (2018)
Shifts of methanogenic communities in response to permafrost thaw results in rising methane emissions and soil property changes
Shiping Wei et al.
EXTREMOPHILES (2018)
Soil organic carbon and total nitrogen pools in permafrost zones of the Qinghai-Tibetan Plateau
Lin Zhao et al.
SCIENTIFIC REPORTS (2018)
Spatial Variation in Biomass and Its Relationships to Soil Properties in the Permafrost Regions Along the Qinghai-Tibet Railway
Guangyang Yue et al.
ENVIRONMENTAL ENGINEERING SCIENCE (2017)
WorldClim 2: new 1-km spatial resolution climate surfaces for global land areas
Stephen E. Fick et al.
INTERNATIONAL JOURNAL OF CLIMATOLOGY (2017)
A new three-band spectral index for mitigating the saturation in the estimation of leaf area index in wheat
Zhongsheng Cao et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2017)
Mapping soil particle-size fractions: A comparison of compositional kriging and log-ratio kriging
Zong Wang et al.
JOURNAL OF HYDROLOGY (2017)
Pedotransfer Functions in Earth System Science: Challenges and Perspectives
Kris Van Looy et al.
REVIEWS OF GEOPHYSICS (2017)
No Consistent Evidence for Advancing or Delaying Trends in Spring Phenology on the Tibetan Plateau
Xufeng Wang et al.
JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES (2017)
SoilGrids250m: Global gridded soil information based on machine learning
Tomislav Hengl et al.
PLOS ONE (2017)
A new map of permafrost distribution on the Tibetan Plateau
Defu Zou et al.
CRYOSPHERE (2017)
Mapping topsoil physical properties at European scale using the LUCAS database
Cristiano Ballabio et al.
GEODERMA (2016)
Case-based knowledge formalization and reasoning method for digital terrain analysis - application to extracting drainage networks
Cheng-Zhi Qin et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2016)
Soil distribution modeling using inductive learning in the eastern part of permafrost regions in Qinghai-Xizang (Tibetan) Plateau
Wangping Li et al.
CATENA (2015)
Soil taxonomy and distribution characteristics of the permafrost region in the Qinghai-Tibet Plateau, China
Fang Hong-bing et al.
JOURNAL OF MOUNTAIN SCIENCE (2015)
Changes in vegetation composition and plant diversity with rangeland degradation in the alpine region of Qinghai-Tibet Plateau
Lin Tang et al.
RANGELAND JOURNAL (2015)
GlobalSoilMap: Basis of the Global Spatial Soil Information System
Zamir Libohova
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL (2015)
Holistic environmental soil-landscape modeling of soil organic carbon
Xiong Xiong et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2014)
Mapping Soil Particle Size Fractions Using Compositional Kriging, Cokriging and Additive Log-ratio Cokriging in Two Case Studies
Xiao-Lin Sun et al.
MATHEMATICAL GEOSCIENCES (2014)
Distribution of Soils and Landform Relationships in Permafrost Regions of the Western Qinghai-Xizang (Tibetan) Plateau, China
Wangping Li et al.
SOIL SCIENCE (2014)
Digital Mapping of Soil Particle-Size Fractions for Nigeria
Stephen I. C. Akpa et al.
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL (2014)
The LUCAS topsoil database and derived information on the regional variability of cropland topsoil properties in the European Union
Gergely Toth et al.
ENVIRONMENTAL MONITORING AND ASSESSMENT (2013)
Linking thaw depth with soil moisture and plant community composition: effects of permafrost degradation on alpine ecosystems on the Qinghai-Tibet Plateau
Zhao-ping Yang et al.
PLANT AND SOIL (2013)
A China data set of soil properties for land surface modeling
Wei Shangguan et al.
JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS (2013)
A soil particle-size distribution dataset for regional land and climate modelling in China
Wei Shangguan et al.
GEODERMA (2012)
Parameterizing soil organic carbon's impacts on soil porosity and thermal parameters for Eastern Tibet grasslands
Chen YingYing et al.
SCIENCE CHINA-EARTH SCIENCES (2012)
Feature Selection with the Boruta Package
Miron B. Kursa et al.
JOURNAL OF STATISTICAL SOFTWARE (2010)
Parameter determination of support vector machine and feature selection using simulated annealing approach
Shih-Wei Lin et al.
APPLIED SOFT COMPUTING (2008)
Regression rules as a tool for predicting soil properties from infrared reflectance spectroscopy
Budiman Minasny et al.
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2008)
compositions: A unified R package to analyze compositional data
K. Gerald van den Boogaart et al.
COMPUTERS & GEOSCIENCES (2008)
Outlier detection for compositional data using robust methods
Peter Filzmoser et al.
MATHEMATICAL GEOSCIENCES (2008)
Isometric logratio transformations for compositional data analysis
JJ Egozcue et al.
MATHEMATICAL GEOLOGY (2003)