Enhanced methods are required for mapping the forest aboveground biomass (AGB) over a large area in Chinese forests. This study attempted to develop an improved approach to retrieving biomass by combining PALSAR (Phased Array type L-band Synthetic Aperture Radar) and WorldView-2 data. A total of 33 variables with potential correlations with forest biomass were extracted from the above data. How...

Lymphocyte proliferation in vitro may follow antigen recognition and serve as a correlate of cell-mediated immunity. Lymphocyte proliferation can also be simulated by nonimmune mechanisms as, for example, following culture with plant lectin, lipopolysaccharides, or staphylococcal protein A (1). The autologous mixed lymphocyte reaction (MLR) refers to the proliferation of T lymphocytes cultured ...

Leucocyte Alkaline Phosphatase Activity (LAPA) in normal healthy individuals was lound to be in the range 17-110. It was markedly increased in patients with myeloid leukemoid reaction (MLR) in the range 100-220. However it was decreased in patients with chronic myeloid leukaemia (CML) in the range 0-16. Increased LAPA in MLR is indicative of enhanced digestive capability of neutrophils while de...

Quantitative structure-retention relationship (QSRR) analysis is a useful technique capable of relating chromatographic retention time to the chemical structure of a solute. A QSRR study has been carried out on the reversed-phase high-performance liquid chromatography retention times (log tR) of 62 diverse drugs (painkillers) by using molecular descriptors. Multiple linear regression (MLR) is u...

Mediumand long-term runoff forecasting is essential for hydropower generation and water resources coordinated regulation in the Yellow River headwaters region. Climate change has a great impact on runoff within basins, and incorporating different climate information into runoff forecasting can assist in creating longer lead-times in planning periods. In this paper, a multimodel approach was dev...

We determined the toxicity of mixtures of ethyl acetate (EA), isopropyl alcohol (IPA), methyl ethyl ketone (MEK), toluene (TOL) and xylene (XYL) with half-maximal effective concentration (EC50) values obtained using human hepatocytes cells. According to these data, quantitative property-activity relationships (QPAR) models were successfully proposed to predict the toxicity of mixtures by multip...

Recently, the Entropy Ensemble Filter (EEF) method was proposed to mitigate the computational cost of the Bootstrap AGGregatING (bagging) method. This method uses the most informative training data sets in the model ensemble rather than all ensemble members created by the conventional bagging. In this study, we evaluate, for the first time, the application of the EEF method in Neural Network (N...

A common problem in software cost estimation is the manipulation of incomplete or missing data in databases used for the development of prediction models. In such cases, the most popular and simple method of handling missing data is to ignore either the projects or the attributes with missing observations. This technique causes the loss of valuable information and therefore may lead to inaccura...

BACKGROUND The recent emergence of azithromycin-resistant (AZM-R) N. gonorrhoeae isolates that have coevolved decreased susceptibility to extended-spectrum cephalosporins has caused great concern. Here we investigated the prevalence of decreased susceptibility to ceftriaxone (CRO(D)) in AZM-R isolates and genetically characterized AZM-R isolates in Guangzhou, China from 2009 to 2013. METHODS ...

As VOCs pose a threat to human health, it is important accurately capture changes in concentrations and sense relevant areas. Therefore, necessary improve the accuracy of concentration prediction realise aggregation situation sensing. Firstly, on basis regional grid division, inverse distance spatial interpolation method used for collect data information. Secondly, extreme gradient boosting (XG...