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杉木与固氮和非固氮树种混交对林地土壤质量和土壤水化学的影响 被引量:26
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作者 黄宇 冯宗炜 +3 位作者 汪思龙 于小军 高红 王清奎 《生态学报》 CAS CSCD 北大核心 2004年第10期2192-2199,共8页
第 1代人工杉木林皆伐后 ,3种不同的经营模式 ,即连载杉木纯林、杉木与固 N阔叶树混交林和杉木与非固 N阔叶树混交林 ,对林地土壤质量和土壤水化学的影响进行了比较。结果表明 ,在杉树与阔叶树混交经营模式下 ,土壤养分含量增加 ,物理... 第 1代人工杉木林皆伐后 ,3种不同的经营模式 ,即连载杉木纯林、杉木与固 N阔叶树混交林和杉木与非固 N阔叶树混交林 ,对林地土壤质量和土壤水化学的影响进行了比较。结果表明 ,在杉树与阔叶树混交经营模式下 ,土壤养分含量增加 ,物理性状改善 ,土壤生物活性提高 ,微生物商 (Cmic:Corg)上升 ,代谢商 (q CO2 )稍有下降 ,但杉木与固 N树种的混交对土壤质量的改善效果比杉木与非固 N树种混交好 ;相反 ,杉木连载只能导致林地土壤质量的逐渐恶化 ;土壤溶液中 ,主要来自于大气中的一些离子浓度 ,如 SO2 - 4,Cl- ,Na+和 Mg2 + ,在杉木纯林中显著高于混交林 ,而主要受系统内影响较大的一些离子 ,如 K+和NH+ 4,NO- 3,在经营模式间变异较小 ;H+ 和 Al3+ 浓度也是杉木纯林比混交林高。另外 ,研究结果还表明 ,总有机 C、CEC和微生物 C与其它土壤理化性质与生物学性质之间存在着较好的相关性 ,所以可以将总有机 C、CEC和微生物 展开更多
关键词 杉木 固N树种 非固N树种 土壤质量 土壤水化学
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土壤改良对土壤水水化学及碳酸盐岩溶蚀的CO_2净消耗量的影响 被引量:6
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作者 吴泽燕 罗为群 +3 位作者 蒋忠诚 章程 胡兆鑫 曹建华 《中国岩溶》 CAS CSCD 北大核心 2019年第1期60-69,共10页
为研究利用滤泥与不同有机肥搭配对岩溶土壤进行改良增加无机碳汇的最佳实施方案,在果化示范区开展了滤泥、滤泥+秸秆+沼液和滤泥+秸秆+牛粪等三种土壤改良方案试验,在各个改良地和对照地埋放标准溶蚀试片和土壤水收集器,测试一年试片... 为研究利用滤泥与不同有机肥搭配对岩溶土壤进行改良增加无机碳汇的最佳实施方案,在果化示范区开展了滤泥、滤泥+秸秆+沼液和滤泥+秸秆+牛粪等三种土壤改良方案试验,在各个改良地和对照地埋放标准溶蚀试片和土壤水收集器,测试一年试片溶蚀速率和不同月份土壤水主要阴阳离子浓度。结果表明:滤泥中含有大量钙盐和硫酸盐,导致土壤水类型为Ca-SO_4。各个改良地和对照地土壤水中参与岩溶作用的[Ca^(2+)+Mg^(2+)]/HCO^-_3(当量浓度)均大于1,表明外源酸参与了土壤中碳酸盐岩溶蚀。施肥高峰期,试验区本底土壤CO_2净消耗量出现负值,原因是硝化作用产生的H^+与土壤水中HCO^-_3发生脱气作用,导致CO_2从水中逸出。单施滤泥改良后,滤泥有机酸显著提高了试片溶蚀速率,但土壤水pH值降低,H^+的大量存在导致脱气作用加剧,年均碳酸贡献率为-0.32,年均减少CO_2净消耗量0.66 mmol·L^(-1)。滤泥配施秸秆和牛粪引起8月脱气作用加剧,其他月份同样削弱了脱气作用,最终导致CO_2年均净消耗量几乎不变。滤泥配施秸秆和沼液大大削弱了单施滤泥引起的脱气作用,同时减小了土壤中碳酸盐岩溶蚀速率的增强程度,最终导致CO_2年均净消耗量增加了0.065 mmol·L^(-1),该方案为最佳增加无机碳汇的实施方案。 展开更多
关键词 土壤改良 岩溶碳汇 土壤水化学 CO2净消耗量
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岩溶土壤系统对空气CO_(2)的吸收及其对陆地系统碳汇的意义——以桂林丫吉村岩溶试验场的野外观测和模拟实验为例 被引量:33
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作者 潘根兴 曹建华 +2 位作者 何师意 滕永忠 徐胜友 《地学前缘》 EI CAS CSCD 2000年第4期580-587,共8页
以桂林丫吉村岩溶实验场为例 ,对湿润亚热带岩溶土壤系统进行了土壤植被系统CO2 浓度变化、土壤有机质分解的CO2 产生等野外观测以及实验室土壤灰岩土柱系统模拟实验。实验表明在土壤地球化学条件的控制下 ,岩溶土壤系统存在着对空气CO2... 以桂林丫吉村岩溶实验场为例 ,对湿润亚热带岩溶土壤系统进行了土壤植被系统CO2 浓度变化、土壤有机质分解的CO2 产生等野外观测以及实验室土壤灰岩土柱系统模拟实验。实验表明在土壤地球化学条件的控制下 ,岩溶土壤系统存在着对空气CO2 的显著吸收效应 ,其值可达 2 2~ 130 g/ (m2 ·a) ,并以此为依据估算了中国岩溶土壤系统对大气的碳汇约为 4× 10 13g/a。因而揭示了岩溶土壤系统可能是十分重要的陆地碳汇 ,在讨论全球碳汇饱和问题中必须重视这一碳汇的变化。 展开更多
关键词 岩溶土壤系统 CO_(2)吸收 土壤水地球化学
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Relation of Mineralizable N to Organic N Components in Dark Loessial Soils 被引量:4
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作者 LI JUMEI and LI SHENGXIUCollege of Natural Resources and Environmental Sciences, Northwestern Science and Technology University of Agriculture and Forestry, Yangling, Shaanxi 712100 (China) 《Pedosphere》 SCIE CAS CSCD 2003年第3期279-288,共10页
Mineralizable N and organic N components in different layers (0~15, 15~30,30~45, 45~60, 60~80 and 80~100 cm) of six soils with different fertilities sampled from YongshouCounty, Shaanxi Province, China, were det... Mineralizable N and organic N components in different layers (0~15, 15~30,30~45, 45~60, 60~80 and 80~100 cm) of six soils with different fertilities sampled from YongshouCounty, Shaanxi Province, China, were determined by the aerobic incubation method and the Bremnerprocedure, respectively. Correlation, multiple regression and path analyses were performed to studythe relation of mineralizable N to organic N components. Results of correlation and regressionanalyses showed that the amounts of the N mineralized were parallel to, and significantly correlatedwith, the total acid hydrolyzable N, but was not so with the acid-insoluble N. Of the hydrolyzableN, the amino acid N and the ammonia N had a highly consistent significant correlation with themineralized N, and their partial regression coefficients were significant in the regressionequations, showing their importance in contribution to the mineralizable N. The amino sugar N, onthe other hand, had a relatively high correlation with the mineralized N, but their partialregression coefficients were not significant in the regression equations. In contrast, thehydrolyzable unknown N had no such relations. Path analysis further indicated that the amino acid Nand ammonia N made great direct contributions to the mineralized N, but the contributions of theamino sugar N were very low. These strongly suggested that the mineralized N in the soils tested wasmainly from the hydrolyzable N, particularly the amino acid N and ammonia N which are the majorsources for its production. 展开更多
关键词 acid-insoluble N hydrolyzable N mineralizable N organic N component
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Fixed Ammonium in Major Types of Paddy Soils in Hunan Province, China 被引量:11
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作者 ZHANG YANGZHU, LIAO JIPEI, SUN YUHUAN, FENG YUEHUA and HUANG YUNXIANGCollege of Resources and Environment, Hunan Agricultural University, Changsha 410128 (China) 《Pedosphere》 SCIE CAS CSCD 2003年第3期199-208,共10页
The contents, affecting factors, seasonal changes and availability of fixed ammonium in major types ofpaddy soils derived from different parent materials in Hunan Province, China, were studied using the Silva-Bremner ... The contents, affecting factors, seasonal changes and availability of fixed ammonium in major types ofpaddy soils derived from different parent materials in Hunan Province, China, were studied using the Silva-Bremner method by laboratory and pot experiments. Results showed that the content of fixed ammoniumin the plough horizons ranged from 88.3 mg kg-1 to 388.1 mg kg-1, with 273.2 ± 77.7 mg kg-1 on average,accounting for 11.2% of total soil N on average. Content of fixed ammonium decreased in the order of newlylacustrine clayey paddy soil > alluvial sandy paddy soil > purple clayey paddy soil > newly alluvial sandypaddy soil > yellow clayey paddy soil > reddish-yellow clayey paddy soil > granitic sandy paddy soil. Therewere four distribution patterns of fixed ammonium in the profiles to 1-m depth, i.e., increase with the depth,decrease with increasing depth, no distinct change with the depth, and abrupt increase or decrease in somehorizon. Percentage of fixed ammonium in total N increased with the depth in most of the soils. Fixationof NH4+ by soil was higher at 30 ℃ than at 20 ℃ and 40 ℃, and continuous submergence benefited thefixation of NH4+ in newly alluvial sandy paddy soil, purple clayey paddy soil and alluvial sandy paddy soil,while alternating wetting and drying contributed to the fixation of NH4+ in yellow clayey paddy soil mostly.Fixed ammonium content in the test paddy soils was significantly correlated with < 0.01 mm clay content(P < 0.05), but not with < 0.001 mm clay content, total N, organic N and organic matter. Fixed ammoniumcontent varied with rice growth stages. Application of N fertilizer promoted fixation of NH4+ by soil, and Nuptake by rice plant promoted release of fixed ammonium from the soil. Recently fixed ammonium in paddysoil after N fertilizer application was nearly 100% available to rice plant, while native fixed ammonium wasonly partly available, varying with the soil type and rice type. 展开更多
关键词 affecting factors BIOAVAILABILITY fixed ammonium hunan province paddysoil
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Salt-Water Dynamics in Highly Salinized Topsoil of Salt-Affected Soil During Water Infiltration 被引量:4
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作者 WANGXUE-FENG YOUWEN-RUI 《Pedosphere》 SCIE CAS CSCD 1991年第4期315-323,共9页
Continuous monitoring of salt and water movement in the soil profile of highly salinized topsoil under steadystate infiltration was conducted.It gives that salt and water dynamics during convection-diffusion period ca... Continuous monitoring of salt and water movement in the soil profile of highly salinized topsoil under steadystate infiltration was conducted.It gives that salt and water dynamics during convection-diffusion period can be divided into three stages:1.formation of a salt peak,2.the salt peak moving downwards till the appearance of the summit of the salt peak,3.the salt peak moving further downwards with the peak value decreasing.Results show that the maximum salt peak appears at the same depth if soil texture and outflow condition are the same.Factors affecting salt and water movement and ion components in the outflow solution underinfiltration are discussed. 展开更多
关键词 INFILTRATION SALINE salt peak salt-water dynamics
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Effects of Composted and Thermally Dried Sewage Sludges on Soil and Soil Humic Acid Properties 被引量:6
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作者 J. M. FERNNDEZ N. SENESI +2 位作者 C. PLAZA G. BRUNETTI A. POLO 《Pedosphere》 SCIE CAS CSCD 2009年第3期281-291,共11页
The effect of annual additions of composted sewage sludge (CS) and thermally dried sewage sludge (TS) at 80 t ha-1 on soil chemical properties was investigated for three years in a field experiment under semiarid cond... The effect of annual additions of composted sewage sludge (CS) and thermally dried sewage sludge (TS) at 80 t ha-1 on soil chemical properties was investigated for three years in a field experiment under semiarid conditions. Humic acids (HAs) isolated by conventional procedures from CS, TS, and unamended (SO) and sludge amended soils were analysed for elemental (C, H, N, S and O) and acidic functional groups (carboxylic and phenolic) and by ultraviolet-visible, Fourier transform infrared and fluorescence spectroscopies. With respect to CS, TS had similar pH and total P and K contents, larger dry matter, total organic C, total N and C/N ratio and smaller ash content and electrical conductivity. Amendment with both CS and TS induced a number of modifications in soil properties, including an increase of pH, electrical conductivity, total organic C, total N, and available P. The CS-HA had greater O, total acidity, carboxyl, and phenolic OH group contents and smaller C and H contents than TS-HA. The CS-HA and TS-HA had larger N and S contents, smaller C, O and acidic functional group contents, and lower aromatic polycondensation and humification degrees than SO-HA. Amended soil-HAs showed C, H, N and S contents larger than SO-HA, suggesting that sludge HAs were partially incorporated into soil HAs. These effects were more evident with increasing number of sludge applications. 展开更多
关键词 elemental composition fluorescence spectroscopy Fourier transform infrared spectroscopy functional group composition
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Effect of Soil and Water Conservation Measures on Selected Soil Physical and Chemical Properties and Barley (Hordeum spp.) Yield 被引量:1
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作者 Tadele Amdemariam Yihenew G. Selassie +1 位作者 Mitiku Haile C. Yamoh 《Journal of Environmental Science and Engineering》 2011年第11期1483-1495,共13页
A study was conducted in 2007/2008 at Absela locality, Banja Shikudad District of the Amhara National Regional State, Ethiopia to evaluate the effects of soil bunds stabilized with vetiver grass (IT. zizanioides) an... A study was conducted in 2007/2008 at Absela locality, Banja Shikudad District of the Amhara National Regional State, Ethiopia to evaluate the effects of soil bunds stabilized with vetiver grass (IT. zizanioides) and tree lucerne (C. palmensis) on soil physical and chemical properties, bund height, inter-terrace slope and barley (Hordeum vulgare L.) yield. Data were analyzed using one-way analysis of variance (ANOVA) and mean values for the treatments were separated using Duncan's Multiple Range Test. Results indicated that the non-conserved fields had significantly (p 〈 0.05) lower organic carbon and was found to contain 66% less OM from the average of the conserved treatment. 9-year old sole soil bund, the 9-year old soil bund stabilized with tree lucerne, the 9-year old soil bund stabilized with vetiver, and the 6-year old soil bund stabilized with tree lucerne had 71.20, 68.56, 52.30, and 36.12%, respectively higher percent OM than the control treatment. The trend was similar for total nitrogen. The non-conserved treatment had a higher bulk density when compared to the conserved fields. Fields with soil bunds stabilized with vetiver grass had the highest bund height and the lowest inter-terrace slope than fields treated with the rest of remaining conservation measures. Barley grain yields were significantly (P 〈 0.05) greater in both the soil accumulation and loss zones of the conserved fields than the non-conserved (control) treatment. Practicing soil conservation measures and curtailing causes of land degradation could improve the soil physical and chemical properties thereby increase land productivity of the conserved land. 展开更多
关键词 Organic carbon soil bund total N tree lucerne vetiver
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Effects of Oyster Shell Soil Amendmenton Fruit Auality and Soil Chemical Properties in Greenhouse Tomato Acidic Soils 被引量:4
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作者 Yong LI Zhongxing YU Yao SUN 《Agricultural Science & Technology》 CAS 2016年第9期2096-2098,2102,共4页
[Objective]The aim was to explore the feasibility of applying oyster shell soil amendment for tomato production in order to determine proper quantity of the soil conditional.[Method]Field tests were performed to resea... [Objective]The aim was to explore the feasibility of applying oyster shell soil amendment for tomato production in order to determine proper quantity of the soil conditional.[Method]Field tests were performed to research effects of the soil conditioner on tomato yield,quality and soil p H.[Result]The results showed that tomato yield increased in the treatment groups with oyster shell soil amendment.The group SC50 increased the most by 16.5%than the control group.Based on normal fertilization,tomato growth was promoted by the soil amendment,and per tomato weight and lycopene content both improved during peak-fruiting period.Besides,soil p H value was enhanced by the soil amendment also.[Conclusion]It can be concluded that the effect was the best when soil conditioner was applied at 750 kg/hm2. 展开更多
关键词 Oyster shell soil amendment Greenhouse tomato Soil amelioration
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Long-Term Effect of Industrial Waste Water Irrigation on Soil Chemical Properties
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作者 Rafiqul Islam Golam Kibria Muhammad Mustafizur Rahman +1 位作者 Abu Raihan Muhammad Solaiman Abu Saleque 《Journal of Environmental Science and Engineering(A)》 2016年第5期241-258,共18页
A laboratory experiment was conducted in Soil Science Division of BRRI during 2011 aimed to determine the vertical distribution of soil chemical properties under long-term industrial waste water irrigated rice field. ... A laboratory experiment was conducted in Soil Science Division of BRRI during 2011 aimed to determine the vertical distribution of soil chemical properties under long-term industrial waste water irrigated rice field. Waste water irrigated rice field seemed to create some differences in soil pH profile. The pHW and pHKCl in all soil depth was higher with waste water irrigated rice field. The surface charge of both the soils was considerably negative. Waste water irrigated rice field developed more negative charges in soils. Irrigation with waste water increased Electrical Conductivity (EC) in rice soils profile. The organic carbon content (%) started to decrease sharply with the increase in soil depth. Organic carbon content was higher with waste water irrigated rice soils Total nitrogen (%) was high with underground water irrigated rice soils in surface but at deeper, total N was similar in both soils. Olsen P (mg/kg) was higher with underground water irrigated soil at 0-5 cm depth but at 5-100 cm soils profile, it was higher with waste water irrigated rice soils. Micronutrients (Zn, Fe, Cu and Mn) and heavy metals (Pb, Cd, Ni and Cr) in soils were increased significantly through irrigation with waste water in rice-rice cropping pattern. 展开更多
关键词 LONG-TERM soil chemical properties industrial waste rice.
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Effect of Water Resources Allocation on Groundwater Environment and Soil Salinity Accumulation under Climate Change
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作者 Li Ping Qi Xuebin +3 位作者 Magzum Nurolla Huang Zhongdong Liang Zhijie Qiao Dongmei 《Journal of Earth Science and Engineering》 2016年第2期73-82,共10页
The combined surface and groundwater allocation practice by wells and canals had contributed to the safety of groundwater environment and agriculture sustainable production. The typical area in the People's Victory C... The combined surface and groundwater allocation practice by wells and canals had contributed to the safety of groundwater environment and agriculture sustainable production. The typical area in the People's Victory Canal irrigation district was taken as a case, drawing together the irrigation district agriculture water consumption and precipitation from 1954 to 2014 in the People's Victory Canal irrigation district, ratios of surface to groundwater irrigation amount, dynamic of groundwater depth and hydrochemical characteristic of groundwater from 2008 to 2014 in the research area, the relationship between groundwater depth and ratio of surface to groundwater irrigation amount was analyzed, in order to ascertain the influence of precipitation on ratios of surface to groundwater irrigation amount and its effect on soil and groundwater environment. The results indicated that positive correlation between the ratios of surface to groundwater irrigation amount and annual precipitation was appeared, affected by climate change, average irrigation amount from surface in the recent 5 years was 2.90 x 108 cubic meters, accounted for 75.52% of total irrigation amount, on the other hand, decreasing tendency of precipitation was obvious, and groundwater depth dynamic in upstream of the branch canals was more dramatic than downstream because of surface water irrigation infiltration, under the unified condition of water use efficiency, ratio of surface to groundwater irrigation amount was negative correlation with area of the groundwater depth beyond 11 m, meanwhile, groundwater depth demonstrated negative correlation with the ratio of surface to groundwater irrigation amount, moreover, alkaline trend of groundwater hydrochemistry during the normal season in the research area was obvious because of phreatic evaporation and the agricultural irrigation from wells, along with irrigation from surface inflow of Yellow River, quality of groundwater hydrochemistry during the dry season was ameliorative greatly. Consequently, it was very important to the agriculture sustainable production that well-canal combined irrigation patterns alleviated extremely alkaline trend of the groundwater hydrochemistry and played a positive role of root layer soil salinity leaching. 展开更多
关键词 Well-canal combined irrigation district irrigation patterns ratio of surface to groundwater irrigation amount hydrochemical characteristic.
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Short Term Effects of Olive Mill Waste Water on Soil Chemical Properties under Semi Arid Mediterranean Conditions
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作者 Raja Dakhli Ridha Lamouri +1 位作者 Houcine Taamallah Mohamed Ouessar 《Journal of Life Sciences》 2013年第11期1209-1218,共10页
The aim of this work is to assess the short term effect of OMWW (olive mill waste water) application on chemical and biological soil properties. A field experiment was carried out in southern Tunisia. OMWW applicati... The aim of this work is to assess the short term effect of OMWW (olive mill waste water) application on chemical and biological soil properties. A field experiment was carried out in southern Tunisia. OMWW application was done at rates equivalent to 0, 15, 30 and 45 m^3/ha. Results showed that increasing rates of OMWW enhance the soil fertility due to its richness in organic matter such as N and P. A rapid increase of microbial biomass (during 14 days of incubation) of OMWW amended soils occurred. However, a high increase in salinity values and phenolic compounds concentrations was observed during this experiment. 展开更多
关键词 Olive mill waste water chemical properties biological activity phenolic compounds SALINITY
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Effects of plant coverage on shrub fertile islands in the Upper Minjiang River Valley 被引量:2
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作者 Laiye Qu Zhongbin Wang +3 位作者 Yuanyuan Huang Yuxin Zhang Chengjun Song Keming Ma 《Science China(Life Sciences)》 SCIE CAS CSCD 2018年第3期340-347,共8页
The patchy distribution of vegetation in dry land results in well-documented "fertile islands". However, the response of shrub fertile islands to plant recovery and the underlying mechanisms, such as the lin... The patchy distribution of vegetation in dry land results in well-documented "fertile islands". However, the response of shrub fertile islands to plant recovery and the underlying mechanisms, such as the linkage plant and soil properties, remain unknown.We sampled soils from areas with three different plant coverages(25%, 45%, and 75%) and three of their adjacent inter-plants to investigate soil physicochemical and microbial properties in the upper Minjiang River arid valley. The results showed that these factors were influenced by the persistence of plants that contrasted with the inter-plant interspaces. We found fertile islands in under-plant soil that were enhanced with increasing plant coverage, from 25% to 45% and 75%; however, there were no significant differences between 45% and 75% plant coverage apart from the soil clay content and the fungi to bacteria ratio. The soil microbial communities in under-plant soil were strongly influenced by the total soil carbon(TC), soil organic carbon(SOC),and available nitrogen(AN), whereas the microbial communities in inter-plant soil were primarily constrained by the AN and available phosphorous(AP). Moreover, the inter-plant soil properties, including gravimetric soil water content, pH, electrical conductivity(EC), and soil C:N ratio, were also strongly influenced by adjacent vegetation, which suggested that fertile islands may be beneficial for plant recovery in this region. 展开更多
关键词 fertile islands plant coverage plant recovery semi-arid region
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Variations in soil moisture over the ‘Huang-Huai-Hai Plain' in China due to temperature change using the CNOP-P method and outputs from CMIP5 被引量:1
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作者 SUN GuoDong PENG Fei MU Mu 《Science China Earth Sciences》 SCIE EI CAS CSCD 2017年第10期1838-1853,共16页
In this study, the variations in surface soil liquid water(SSLW) due to future climate change are explored in the‘Huang-Huai-Hai Plain'(‘3H') region in China with the Common Land Model(CoLM). To evaluate the... In this study, the variations in surface soil liquid water(SSLW) due to future climate change are explored in the‘Huang-Huai-Hai Plain'(‘3H') region in China with the Common Land Model(CoLM). To evaluate the possible maximum response of SSLW to climate change, the combination of the conditional nonlinear optimal perturbation related to the parameter(CNOP-P) approach and projections from 10 general circulation models(GCMs) of the Coupled Model Intercomparison Project5(CMIP5) are used. The CNOP-P-type temperature change scenario, a new type of temperature change scenario, is determined by using the CNOP-P method and constrained by the temperature change projections from the 10 GCMs under a high-emission scenario(the Representative Concentration Pathway 8.5 scenario). Numerical results have shown that the response of SSLW to the CNOP-P-type temperature scenario is stronger than those to the 11 temperature scenarios derived from the 10 GCMs and from their ensemble average in the entire ‘3H' region. In the northern region, SSLW under the CNOP-P-type scenario increases to0.1773 m^3 m^(-3); however, SSLW in the scenarios from the GCMs fluctuates from 0.1671 to 0.1748 m^3 m^(-3). In the southern region,SSLW decreases, and its variation(–0.0070 m^3 m^(-3)) due to the CNOP-P-type scenario is higher than each of the variations(–0.0051 to –0.0026 m^3 m^(-3)) due to the scenarios from the GCMs. 展开更多
关键词 CNOP-P Surface soil liquid water CMIP5 Climate change Seasonal and regional heterogeneity
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