[HTML][HTML] Modelling lidar-derived estimates of forest attributes over space and time: A review of approaches and future trends
Light detection and ranging (lidar) data acquired from airborne or spaceborne platforms
have revolutionized measurement and mapping of forest attributes. Airborne data are often …
have revolutionized measurement and mapping of forest attributes. Airborne data are often …
A review on longitudinal data analysis with random forest
J Hu, S Szymczak - Briefings in Bioinformatics, 2023 - academic.oup.com
In longitudinal studies variables are measured repeatedly over time, leading to clustered
and correlated observations. If the goal of the study is to develop prediction models …
and correlated observations. If the goal of the study is to develop prediction models …
A comparison between Ensemble and MaxEnt species distribution modelling approaches for conservation: A case study with Egyptian medicinal plants
Understanding the relationship between the geographical distribution of taxa and their
environmental conditions is a key concept in ecology and conservation. The use of …
environmental conditions is a key concept in ecology and conservation. The use of …
[图书][B] Multivariate statistical machine learning methods for genomic prediction
This book is open access under a CC BY 4.0 license This open access book brings together
the latest genome base prediction models currently being used by statisticians, breeders …
the latest genome base prediction models currently being used by statisticians, breeders …
Root exudates drive soil‐microbe‐nutrient feedbacks in response to plant growth
Although interactions between plants and microbes at the plant–soil interface are known to
be important for plant nutrient acquisition, relatively little is known about how root exudates …
be important for plant nutrient acquisition, relatively little is known about how root exudates …
Rapid and highly variable warming of lake surface waters around the globe
In this first worldwide synthesis of in situ and satellite‐derived lake data, we find that lake
summer surface water temperatures rose rapidly (global mean= 0.34° C decade− 1) …
summer surface water temperatures rose rapidly (global mean= 0.34° C decade− 1) …
Factors influencing heavy metal availability and risk assessment of soils at typical metal mines in Eastern China
X Zhong, Z Chen, Y Li, K Ding, W Liu, Y Liu… - Journal of hazardous …, 2020 - Elsevier
China exemplifies the serious and widespread soil heavy metal pollution generated by
mining activities. A total of 420 soil samples from 58 metal mines was collected across …
mining activities. A total of 420 soil samples from 58 metal mines was collected across …
Salinity is a key determinant for soil microbial communities in a desert ecosystem
K Zhang, Y Shi, X Cui, P Yue, K Li, X Liu, BM Tripathi… - Msystems, 2019 - Am Soc Microbiol
Soil salinization is a growing environmental problem caused by both natural and human
activities. Excessive salinity in soil suppresses growth, decreases species diversity, and …
activities. Excessive salinity in soil suppresses growth, decreases species diversity, and …
A survey on multi‐output regression
In recent years, a plethora of approaches have been proposed to deal with the increasingly
challenging task of multi‐output regression. This study provides a survey on state‐of‐the‐art …
challenging task of multi‐output regression. This study provides a survey on state‐of‐the‐art …
Impacts of heavy metals and soil properties at a Nigerian e-waste site on soil microbial community
B Jiang, A Adebayo, J Jia, Y Xing, S Deng… - Journal of hazardous …, 2019 - Elsevier
Heavy metal contamination is a serious problem worldwide threatening soil environment
and human health. In the present study, concentrations of 6 heavy metals at an electronic …
and human health. In the present study, concentrations of 6 heavy metals at an electronic …