A hybrid model based on smooth transition periodic autoregressive and Elman artificial neural network for wind speed forecasting of the Hebei region in China

Wind energy, one of the most promising renewable and clean energy sources, is becoming increasingly significant for sustainable energy development and environmental protection. Given the relationship between wind power and wind speed, precise prediction of wind speed for wind energy estimation and wind power generation is important. For proper and efficient evaluation of wind speed, a smooth transition periodic autoregressive (STPAR) model is developed to predict the six-hourly wind speeds. In addition, the Elman artificial neural network (EANN)-based error correction technique has also been integrated into the new STPAR model to improve model performance. To verify the developed approach, the six-hourly wind speed series during the period of 2000–2009 in the Hebei region of China is used for model construction and model testing. The proposed EANN-STPAR hybrid model has demonstrated its powerful forecasting capacity for wind speed series with complicated characteristics of linearity, seasonality and nonlinearity, which indicates that the proposed hybrid model is notably efficient and practical for wind speed forecasting, especially for the Hebei wind farms of China.     

Biodegradable Polymers from 5-Hydroxylevulinic Acid: 1. Synthesis and Characterization of Poly(5-hydroxylevulinic acid)

As an attempt to synthesize new biodegradable polymers from renewable cellulose resources, melt polycondensation of 5-hydroxylevulinic acid (5-HLA) was reported for the first time. The resulting product, poly(5-hydroxylevulinic acid) (PHLA), was synthesized and characterized with GPC, FTIR, ¹H NMR and DSC. The in vitro degradation behaviors in phosphate-buffered saline (PBS) and in deionized water (DW) were also examined. The molecular weight of PHLA is not high (several 1,000s), but it possesses unordinary high glass transition temperature (as high as 120 °C). This is very different from existing aliphatic polyesters that usually have T _gs lower than 60 °C. The high T _g is attributed to the formation of inter- and/or intramolecular hydrogen bonds due to a characteristic keto–enol tautomerism equilibrium in the polymer structure. PHLA readily degraded hydrolytically in aqueous media.     

双碳目标下电力系统转型对产业部门影响评估——以粤港澳大湾区为例

通过细化机组级燃煤发电财务状况建模,测算了提前退役、灵活性调整、限制和停止新增等情景下煤电搁浅资产风险,明确了不同情景下导致搁浅资产规模及时空分布情况.结果表明:存量煤电机组是引起搁浅资产的主体,控制新增煤电有助于降低搁浅资产风险,提前退役、灵活性调整情景下中国现存和新增煤电搁浅资产总规模分别为1.90万亿和3.98万亿元;不同转型情景导致煤电搁浅资产的年际分布差异明显,提前退役搁浅压力主要集中于2030~2040年间,灵活性调整情景下则集中于2021~2035年间;煤电搁浅资产空间分布极不均衡,山东、内蒙古、江苏等10个煤电大省搁浅资产规模占全国的67%和70%.因此,煤电低碳转型需审慎决策,重视提前退役造成的煤电资产搁浅,更要防范和控制灵活性调整导致的煤电资产减值,重点关注山东、内蒙古、新疆、江苏等重点省份,制定因地制宜的煤电转型策略,帮助电力相关企业及政府等进行减排政策选择.     

Linking Terrestrial and Marine Conservation Planning and Threats Analysis

Abstract:  The existence of the Gulf of Mexico dead zone makes it clear that marine ecosystems can be damaged by terrestrial inputs. Marine and terrestrial conservation planning need to be aligned in an explicit fashion to fully represent threats to marine systems. To integrate conservation planning for terrestrial and marine systems, we used a novel threats assessment that included 5 cross-system threats in a site-prioritization exercise for the Pacific Northwest coast ecoregion (U.S.A.). Cross-system threats are actions or features in one ecological realm that have effects on species in another realm. We considered bulkheads and other forms of shoreline hardening threats to terrestrial systems and roads, logging, agriculture, and urban areas threats to marine systems. We used 2 proxies of freshwater influence on marine environments, validated against a mechanistic model and field observations, to propagate land-based threats into marine sites. We evaluated the influence of cross-system threats on conservation priorities by comparing MARXAN outputs for 3 scenarios that identified terrestrial and marine priorities simultaneously: (1) no threats, (2) single-system threats, and (3) single- and cross-system threats. Including cross-system threats changed the threat landscape dramatically. As a result the best plan that included only single-system threats identified 323 sites (161,500 ha) at risk from cross-system threats. Including these threats changed the location of best sites. By comparing the best and sum solutions of the single- and cross-system scenarios, we identified areas ideal for preservation or restoration through integrated management. Our findings lend quantitative support to the call for explicitly integrated decision making and management action in terrestrial and marine ecosystems.     

长江上游滇西北地区植物区系组成及物种多样性

长江上游滇西北地区是全球重要的生物多样性热点地区之一,也是长江流域重要的生态屏障。利用最新的文献数据,结合过去5 a的野外考察成果,分析了滇西北地区的植物区系组成及其物种多样性。研究结果表明：滇西北地区拥有种子植物6 559种,分属于205科,1 281属。滇西北地区以04%的国土面积,拥有我国种子植物科数的74%,属数的41%和物种数的20%。同时也以10%的土地面积,拥有云南地区种子植物科数的77%,属数的55%和物种数的43%。在热带区系组成方面,比重较大的分布区类型为泛热带分布(165%)和热带亚洲分布(122%);在温带区系方面,北温带分布和东亚分布所占比重比较高,分别为193%和145%。热带区系成分与温带区系成分所占的比重非常接近,分别为47%和53%,表现出强烈的区系过渡性,这可能与地层抬升、板块漂移和温性植物类群的迁入有关。温带区系比重略高于热带区系,说明该区域的植物区系具有一定的温凉性质,这与滇西北地区相对温凉的气候环境是一致的。科的分化强度为63;属的分化强度为51。研究区域内丰富的植物多样性与其复杂的生境、强烈的区系过渡性和区系分化是一致的。滇西北地区可能是验证、发展各种生物多样性假说的理想场所。因此,滇西北地区的植物多样性不仅值得人们关注和保护,而且也值得研究和探索。与滇东北的药山自然保护区相比,滇西北地区拥有更高比重的热带亚洲成分,这可能与古南大陆的“掸邦 马来亚”板块的位移和旋转有关。滇西北地区与滇西南的铜壁关自然保护区在植物区系高级分区和系统进化的起源上具有一定的联系,在一定程度上证实了“田中线”的真实存在。联系滇西北地区植物区系与铜壁关自然保护区植物区系的节点可能是研究区域内的独龙江地区.     

京津冀“生态系统服务转型”及其空间格局

以1980年、2000年、2015年土地利用类型、NPP和统计数据为基础,运用GIS和生态系统服务价值测算方法,分析京津冀食物生产与固碳释氧两种服务的变化及其空间格局,揭示“生态系统服务转型”的原因。结果表明:（1）35年来,京津冀土地利用变化以建设用地扩张和耕地减少为主。1980年和2000年,NPP的高值区主要位于山区,2015年NPP的高值区主要位于平原。（2）1980-2000年京津冀生态系统服务变化以食物生产服务增加与固碳释氧服务降低为主,2000-2015年京津冀以食物生产服务与固碳释氧服务同时增加为主。“生态系统服务转型”模式为“食物生产+固碳释氧–”→“食物生产+固碳释氧+”。（3）农业生产力提升、林地面积与质量和耕地质量、草地质量提升是“生态系统服务转型”的主要原因。     

Economics of Grassland Conversion to Cropland in the Prairie Pothole Region

Abstract: Much of the remaining grassland, particularly in North America, is privately owned, and its conversion to cultivated cropland is largely driven by economics. An understanding of why landowners convert grassland to cropland could facilitate more effective design of grassland‐conservation programs. We built an empirical model of land‐use change in the Prairie Pothole Region (north‐central United States) to estimate the probability of grassland conversion to alternative agricultural land uses, including cultivated crops. Conversion was largely driven by landscape characteristics and the economic returns of alternative uses. Our estimate of the probability of grassland conversion to cultivated crops (1.33% on average from 1979 to 1997) was higher than past estimates (0.4%). Our model also predicted that grassland‐conversion probabilities will increase if agricultural commodity prices continue to follow the trends observed from 2001 to 2006 (0.93% probability of grassland conversion to cultivated crops in 2006 to 1.5% in 2011). Thus, nearly 121 million ha (30 million acres) of grassland could be converted by 2011. Conversion probabilities, however, are spatially heterogeneous (range 0.2% to 3%), depending on characteristics of a parcel (e.g., soil quality and economic returns). Grassland parcels with relatively high‐quality land for agricultural production are more likely to be converted to cultivated crops than lower‐quality parcels and are more responsive to changes in the economic returns on alternative agricultural land uses (i.e., conversion probability increases by a larger magnitude for high‐quality parcels when economics returns to alternative uses increase). Our results suggest that grassland conservation programs could be proactively targeted toward high‐risk parcels by anticipating changes in economic returns, such as could occur if a new biofuel processing plant were to be built in an area.     

基于“三生空间”的土地利用功能转型及生态服务价值研究——以福州新区为例

分析土地利用功能转型及带来的生态服务价值转变,是快速城镇化地区土地资源开发利用和“三生空间”管控的重要依据。论文基于福州新区2000、2009和2015年3期Landsat ETM+/OLI遥感数据和“三生”土地利用主导功能分类体系,应用GIS定量研究了福州新区15 a土地利用功能转型特征及生态系统服务价值时空演变,结果表明： 1）15 a间福州新区的生活生产空间增长迅速,面积增加了11 224.63 hm²,增长率达82.31%;生态生产空间面积出现先下降后增长趋势,总体增长了19.94%;生活生产空间的增长源于对生态空间和生产生态空间的侵占,生态生产空间的增长源于对湿地、海域等生态空间的侵占。2）15 a间福州新区生态系统服务价值下降了21.69%,其中生态空间下降总量最大,减少了6.822 8亿元,生活生产空间下降幅度最大,下降了92.10%。3）区域生态系统服务价值存在提高和下降两种相反趋势,导致研究区生态系统服务价值降低的主要原因是生活生产空间对生态空间和生产生态空间的侵占,贡献率分别达38.60%和18.77%,其次为生态生产空间对生态空间的侵占。4）推进福州新区“三生空间”协同布局,应加强区内生态林地、闽江河口、海岸线等重点生态空间的保护,稳步推进新区核心区域生活空间基础设施优化,集约利用生产空间,增加产出效益。     

合肥台短水准异常与周边地震活动分析

以合肥台跨郯庐断裂短水准数据为基础,结合华东地区中强震及安徽地区小震释放能量分析了历史测量资料在地震期间的变化,研究了辅助资料对测量资料的影响,得出:(1)降水虽可能造成敏感地块的断层形变异常,但在区域应力作用断层到一定强度时断层形变异常仍具有一定的前兆意义.(2)华东地区中强地震、安徽地区小震(群)与合肥台断层形变存...     

The role of capital deepening in China’s energy transition

ABSTRACT

This paper provides a theoretical model to explain the causality between China’s energy transition and capital deepening found by the empirical study. We prove that in the equilibrium, China’s energy transition is endogenously determined by capital deepening due to the homogeneity of electricity and the monopolistic competition features of China’s electricity market. Price effect, which is the effect of change in relative factor price, will affect energy transition only if the policy intervenes electricity price in terms of the primary sources from which it is generated. We propose that investment can promote energy transition by stimulating capital deepening which is biased to clean energy development. In this regard, our paper provides a new way of thinking for other developing countries to design an effective energy transition policy.