• 基于随机森林模型的黄土高原草地净初级生产力时空格局及未来演变趋势模拟

    Subjects: Geosciences >> Geography submitted time 2023-03-13 Cooperative journals: 《干旱区研究》

    Abstract: The accurate estimation of grassland net primary productivity (NPP) is crucial to understanding the carbon cycle of grassland ecosystems and their adaption to climate change. Based on 1788 grassland biomass data and 19 environmental factors (climate, vegetation, soil, and topographic factors), we simulated the spatiotemporal dynamics of grassland NPP in the Loess Plateau from 2002 to 2020 using the random forest (RF) model. The future trends of grassland NPP under four future climate scenarios of shared socioeconomic pathways were estimated. Results showed that (1) the RF model had a good accuracy, which indicated that RF can be used to estimate grassland NPP in the Loess Plateau; (2) grassland NPP in the Loess Plateau exhibited a“high in southeastern and low in northwestern”pattern, with a mean value of 276.55 g C·m−2·a−1. The highest grassland NPP was observed in Guanzhong Plain of Shaanxi; (3) the grassland NPP in the Loess Plateau showed an overall increasing trend during 2002-2020. Regions experiencing an increase in grassland NPP accounted for 55.01% of the total land area, which is mainly located in Guanzhong Plain, western Gansu, and northern Shanxi; (4) under the wetter and warmer climate, grassland NPP in the Loess Plateau will continually increase by the end of this century. Grassland NPP will increase the most under the SSP585 scenario and the least under the SSP126 scenario. RF can be used to simulate the temporal and spatial trends of grassland NPP in the Loess Plateau. The results provide data support for the protection and sustainable development of grassland ecosystem in the Loess Plateau.

  • The knowledge and practice regarding disposal of waste insulin needles in patients with diabetes mellitus

    Subjects: Nursing >> Nursing submitted time 2023-05-12

    Abstract: Objective To investigate the knowledge and practice regarding disposal of waste insulin needles in patients with diabetes mellitus. Methods Using self-designed questionnaires to investigate the knowledge and practice regarding disposal of waste insulin needles in 307 inpatients with diabetes mellitus. Results The total scores of disposal of insulin needles was(6.60±1.51). Univariate analysis showed that history of diabetes、history of insulin injection、receiving instruction of disposal of insulin needles were related with knowledge of disposal of insulin needles(P<0.05). 38.11%(117/307)of patients recapped and threw the used insulin needles into waste containers and brought to hospital when returning hospital. 25.08%(77/307) of patients recapped and threw into special waste containers. Conclusion The behaviors of disposing used insulin needles was not optimistic and medical staff should strengthen the education of disposing waste insulin needles, and promote the management of the disposal.