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Two land surface models, Community Land Model (CLM3.5) and NOAH model, have been coupled to the Weather Research and Forecasting (WRF) model and been used to simulate the precipitation, temperature, and circulation fields, respectively, over eastern China in a typical flood year (1998). The purpose of this study is to reveal the effects of land surface changes on regional climate modeling. Comparisons of simulated results and observation data indicate that changes in land surface processes have significant impact on spatial and temporal distribution of precipitation and temperature patterns in eastern China. Coupling of the CLM3.5 to the WRF model (experiment WRF-C) substantially improves the simulation results over eastern China relative to an older version of WRF coupled to the NOAH-LSM (experiment WRF-N). It is found that the simulation of the spatial pattern of summer precipitation in WRF-C is better than in WRF-N. WRF-C also significantly reduces the summer positive bias of surface air temperature, and its simulated surface air temperature matches more closely to observations than WRF-N does, which is associated with lower sensible heat fluxes and higher latent heat fluxes in WRF-C. 相似文献
3.
Influences of Climate Change and Its Interannual Variability on Surface Energy Fluxes from 1948 to 2000 总被引：1，自引：0，他引：1
Understanding changes in land surface processes over the past several
decades requires knowledge of trends and interannual variability in surface
energy fluxes in response to climate change. In our study, the Community
Land Model version 3.5 (CLM3.5), driven by the latest updated hybrid
reanalysis-observational surface climate data from Princeton University, is
used to obtain global distributions of surface energy fluxes during 1948 to
2000. Based on the climate data and simulation results, long-term trends and
interannual variability (IAV) of both climatic variables and surface energy
fluxes for this span of 50+ years are derived and analyzed. Regions with
strong long-term trends and large IAV for both climatic variables and
surface energy fluxes are identified. These analyses reveal seasonal
variations in the spatial patterns of climate and surface fluxes; however,
spatial patterns in trends and IAV for surface energy fluxes over the past
～50 years do not fully correspond to those for climatic variables,
indicating complex responses of land surfaces to changes in the climatic
forcings. 相似文献
4.
One deficiency of the NCAR Community Land Model (CLM3) is the disappearance of the simulated snow even
in the middle of winter over a boreal grassland site due to unrealistically modeled high downward turbulent fluxes.
This is caused by the inappropriate treatment of the vertical snow burial fraction for short vegetation. A new snow
burial fraction formulation for short vegetation is then proposed and validated using in situ observations.
This modification in the CLM3 largely removes the unrealistic surface turbulent fluxes, leading to a more reasonable
snowmelt process, and improves the snow water equivalent (SWE) simulation. Moreover, global offline simulations
show that the proposed formulation decreases sensible and latent heat fluxes as well as the ground temperature
during the snowmelt season over short vegetation dominant regions. Correspondingly, the SWE is enhanced, leading
to the increase in snowmelt-induced runoff during the same period. Furthermore, sensitivity tests indicate that
these improvements are insensitive to the exact functional form or parameter values in the proposed formulation. 相似文献
5.
Land-surface heterogeneity effects on the subgrid scale of regional climate and numerical weather prediction models are of vital interest for the energy and mass exchange between the surface and the atmospheric boundary layer. High-resolution numerical model simulations can be used to quantify these effects, and are a tool used to obtain area-averaged surface fluxes over heterogeneous land surfaces. We present high-resolution model simulations for the LITFASS area near Berlin during the LITFASS-2003 experiment, which were carried out using the non-hydrostatic model FOOT3DK of the University of Köln with horizontal resolutions of 1 km and 250 m. The LITFASS-2003 experimental dataset is used for comparison. The screen level quantities show good quality for the simulated pressure, temperature, humidity and wind speed and direction. Averaged over the four week experimental period, simulated surface energy fluxes at land stations show a small bias for the turbulent heat fluxes and an underestimation of the net radiation caused by excessive cloudiness in the simulations. For eight selected days with low cloud amounts, the net radiation bias is close to zero, but the sensible heat flux shows a strong positive bias. Large differences are found for latent heat fluxes over a lake, which are partly due to local effects on the measurements, but an additional problem seems to be the overestimation of the turbulent exchange under stable conditions in the daytime internal boundary layer over the lake. In the area average over the LITFASS area of 20 × 20 km2, again a strong positive bias of 70 W m?2 for the sensible heat is present. For the low soil moisture conditions during June 2003, the simulation of the turbulent heat fluxes is sensitive to variations in the soil type and its hydrological properties. Under these conditions, the supply of ground water to the lowest soil layer should be accounted for. Different area-averaging methods are tested. The experimental set-up of the LITFASS-2003 experiment is found to be well suited for the computation of area-averaged turbulent heat fluxes. 相似文献
6.
Elevation gradients of European climate change in the regional climate model COSMO-CLM 总被引：1，自引：0，他引：1
A transient climate scenario experiment of the regional climate model COSMO-CLM is analyzed to assess the elevation dependency
of 21st century European climate change. A focus is put on near-surface conditions. Model evaluation reveals that COSMO-CLM
is able to approximately reproduce the observed altitudinal variation of 2 m temperature and precipitation in most regions
and most seasons. The analysis of climate change signals suggests that 21st century climate change might considerably depend
on elevation. Over most parts of Europe and in most seasons, near-surface warming significantly increases with elevation.
This is consistent with the simulated changes of the free-tropospheric air temperature, but can only be fully explained by
taking into account regional-scale processes involving the land surface. In winter and spring, the anomalous high-elevation
warming is typically connected to a decrease in the number of snow days and the snow-albedo feedback. Further factors are
changes in cloud cover and soil moisture and the proximity of low-elevation regions to the sea. The amplified warming at high
elevations becomes apparent during the first half of the 21st century and results in a general decrease of near-surface lapse
rates. It does not imply an early detection potential of large-scale temperature changes. For precipitation, only few consistent
signals arise. In many regions precipitation changes show a pronounced elevation dependency but the details strongly depend
on the season and the region under consideration. There is a tendency towards a larger relative decrease of summer precipitation
at low elevations, but there are exceptions to this as well. 相似文献
7.
基于CLDAS大气驱动数据驱动CLM3.5陆面模式和3种不同参数化方案下的Noah-MP陆面模式模拟得到的地表温度,利用中国气象局2009-2013年2000多个国家级地面观测站地表温度进行质量评估。结果表明:从时间分布看,模拟地表温度与观测的偏差及均方根误差均呈季节性波动;从空间分布看,模拟地表温度与观测的偏差及均方根误差在中国东部地区相对于中国西部地区更小。选择Noah-MP陆面模式3种不同参数化方案模拟结果进行对比,结果表明:Noah-MP模式的非动态植被方案不变时,考虑植被覆盖度的二流近似辐射传输方案的Noah-MP陆面模式模拟的地表温度优于考虑太阳高度角和植被三维结构的二流近似辐射传输方案Noah-MP陆面模式模拟的地表温度;选择动态植被方案的Noah-MP陆面模式模拟的地表温度优于选择非动态植被方案的Noah-MP陆面模式;总体而言,考虑动态植被方案的Noah-MP陆面模式模拟的地表温度优于其他两种参数化方案的Noah-MP陆面模式以及CLM3.5陆面模式模拟的地表温度。 相似文献
8.
ABSTRACTThis study was carried out to quantify the physical processes of lakes in the Tibetan Plateau using the Community Land Model, version 4.5 (CLM4.5), coupled with a physically based, 10-layer lake model developed by the National Center for Atmospheric Research. The CLM was forced with 10?km resolution reanalysis data to attempt to understand detailed lake processes and how these processes affect lake surface temperature. In this study, we simulated seasonal and interannual variations of lake surface temperature for Lake Qinghai, Zhaling Co, and Nam Co in the Tibetan Plateau and compared these simulations with observations. The results showed that the CLM4.5 lake model simulations reproduced the observed lake surface temperatures for Lake Qinghai and Zhaling Co well but reproduced those for Nam Co poorly. Through detailed analysis, we found that the simulated biases for Nam Co result largely from the unrealistic parameterization of eddy diffusivity. By expanding this parameter, the lake surface temperature simulations improved remarkably. In addition, erroneous lake ice cover simulations contributed to the simulated lake surface temperature bias in the cold seasons. 相似文献
9.
The regional climate model (RegCM4) is customized for 10-year climate simulation over Indian region through sensitivity studies on cumulus convection and land surface parameterization schemes. The model is configured over 30° E–120° E and 15° S–45° N at 30-km horizontal resolution with 23 vertical levels. Six 10-year (1991–2000) simulations are conducted with the combinations of two land surface schemes (BATS, CLM3.5) and three cumulus convection schemes (Kuo, Grell, MIT). The simulated annual and seasonal climatology of surface temperature and precipitation are compared with CRU observations. The interannual variability of these two parameters is also analyzed. The results indicate that the model simulated climatology is sensitive to the convection as well as land surface parameterization. The analysis of surface temperature (precipitation) climatology indicates that the model with CLM produces warmer (dryer) climatology, particularly over India. The warmer (dryer) climatology is due to the higher sensible heat flux (lower evapotranspiration) in CLM. The model with MIT convection scheme simulated wetter and warmer climatology (higher precipitation and temperature) with smaller Bowen ratio over southern India compared to that with the Grell and Kuo schemes. This indicates that a land surface scheme produces warmer but drier climatology with sensible heating contributing to warming where as a convection scheme warmer but wetter climatology with latent heat contributing to warming. The climatology of surface temperature over India is better simulated by the model with BATS land surface model in combination with MIT convection scheme while the precipitation climatology is better simulated with BATS land surface model in combination with Grell convection scheme. Overall, the modeling system with the combination of Grell convection and BATS land surface scheme provides better climate simulation over the Indian region. 相似文献
10.
A GCM land surface scheme was used, in off-line mode, to simulate the runoff, latent and sensible heat fluxes for two distinct
Australian catchments using observed atmospheric forcing. The tropical Jardine River catchment is 2500 km2 and has an annual rainfall of 1700 mm y–1 while the Canning River catchment is 540 km2, has a Mediterranean climate (annual rainfall of 800 mm y–1) and is ephemeral for half the year. It was found that the standard version of a land surface scheme developed for a GCM,
and initialised as for incorporation into a GCM, simulated similar latent and sensible heat fluxes compared to a basin-scale
hydrological model (MODHYDROLOG) which was calibrated for each catchment. However, the standard version of the land surface
scheme grossly overestimated the observed peak runoff in the wet Jardine River catchment at the expense of runoff later in
the season. Increasing the soil water storage permitted the land surface scheme to simulate observed runoff quite well, but
led to a different simulation of latent and sensible heat compared to MODHYDROLOG. It is concluded that this 2-layer land
surface scheme was unable to simulate both catchments realistically. The land surface scheme was then extended to a three-layer
model. In terms of runoff, the resulting control simulations with soil depths chosen as for the GCM were better than the best
simulations obtained with the two-layer model. The three-layer model simulated similar latent and sensible heat for both catchments
compared to MODHYDROLOG. Unfortunately, for the ephemeral Canning River catchment, the land surface scheme was unable to time
the observed runoff peak correctly. A tentative conclusion would be that this GCM land surface scheme may be able to simulate
the present day state of some larger and wetter catchments but not catchments with peaky hydrographs and zero flows for part
of the year. This conclusion requires examination with a range of GCM land surface schemes against a range of catchments.
Received: 9 June 1995 / Accepted: 4 April 1996 相似文献
11.
Allison L. Steiner Jeremy S. Pal Sara A. Rauscher Jason L. Bell Noah S. Diffenbaugh Aaron Boone Lisa C. Sloan Filippo Giorgi 《Climate Dynamics》2009,33(6):869-892
Coupling of the Community Land Model (CLM3) to the ICTP Regional Climate Model (RegCM3) substantially improves the simulation
of mean climate over West Africa relative to an older version of RegCM3 coupled to the Biosphere Atmosphere Transfer Scheme
(BATS). Two 10-year simulations (1992–2001) show that the seasonal timing and magnitude of mean monsoon precipitation more
closely match observations when the new land surface scheme is implemented. Specifically, RegCM3–CLM3 improves the timing
of the monsoon advance and retreat across the Guinean Coast, and reduces a positive precipitation bias in the Sahel and Northern
Africa. As a result, simulated temperatures are higher, thereby reducing the negative temperature bias found in the Guinean
Coast and Sahel in RegCM3–BATS. In the RegCM3–BATS simulation, warmer temperatures in northern latitudes and wetter soils
near the coast create excessively strong temperature and moist static energy gradients, which shifts the African Easterly
Jet further north than observed. In the RegCM3–CLM3 simulation, the migration and position of the African Easterly Jet more
closely match reanalysis winds. This improvement is triggered by drier soil conditions in the RegCM3–CLM3 simulation and an
increase in evapotranspiration per unit precipitation. These results indicate that atmosphere–land surface coupling has the
ability to impact regional-scale circulation and precipitation in regions exhibiting strong hydroclimatic gradients. 相似文献
12.
土壤质地对中国区域陆面过程模拟的影响 总被引：6，自引：2，他引：4
利用陆面过程模式(CLM3.5)和中国区域两种土壤质地数据(分别来自第二次中国土壤调查SNSS和联合国粮食农业组织FAO),研究了土壤质地变化对于模式模拟的陆表水热变量的影响。结果显示,土壤质地对土壤水文学变量的影响远大于对土壤热力学变量的影响,尤其是对于饱和土壤含水量和饱和水力传导率的影响。对于模式的输出,土壤质地影响比较明显的有土壤湿度、总径流和土壤渗透等水文学变量以及地表潜热、地表感热和土壤热通量等热力学变量,而影响相对较小的有地面吸收的太阳辐射和地表反照率。同时,发现基于SNSS模拟的土壤湿度与站点观测值更加接近。因此,本研究认为基于SNSS土壤质地数据可以有效地改进模式模拟结果,建议以后在陆面模式试验中尽可能使用以观测为基础的SNSS土壤质地数据。 相似文献
13.
In climate modeling studies, there is a need to choose a suitable land surface model (LSM) while adhering to available resources. In this study, the viability of three LSM options (Community Land Model version 4.0 [CLM4.0], Noah-MP, and the five-layer thermal diffusion [Bucket] scheme) in the Weather Research and Forecasting model version 3.6 (WRF3.6) was examined for the warm season in a domain centered on the central USA. Model output was compared to Parameter-elevation Relationships on Independent Slopes Model (PRISM) data, a gridded observational dataset including mean monthly temperature and total monthly precipitation. Model output temperature, precipitation, latent heat (LH) flux, sensible heat (SH) flux, and soil water content (SWC) were compared to observations from sites in the Central and Southern Great Plains region. An overall warm bias was found in CLM4.0 and Noah-MP, with a cool bias of larger magnitude in the Bucket model. These three LSMs produced similar patterns of wet and dry biases. Model output of SWC and LH/SH fluxes were compared to observations, and did not show a consistent bias. Both sophisticated LSMs appear to be viable options for simulating the effects of land use change in the central USA. 相似文献
14.
A. L. Steiner J. S. Pal F. Giorgi R. E. Dickinson W. L. Chameides 《Theoretical and Applied Climatology》2005,82(3-4):225-243
Summary We replace the existing land surface parameterization scheme, the Biosphere-Atmosphere Transfer Scheme (BATS), in a regional climate model (RegCM) with the newly developed Common Land Model (CLM0). The main improvements of CLM0 include a detailed 10-layer soil model, the distinction between soil ice and water phases, a linked photosynthesis-stomatal conductance model, a multilayer snow model, and an improved runoff parameterization. We compare the performance of CLM0 and BATS as coupled to the RegCM in a one year simulation over East Asia. We find that the RegCM/CLM0 improves the winter cold bias present in the RegCM/BATS simulation. With respect to the surface energy balance, lower CLM0 albedos allow the absorption of more solar radiation at the surface. CLM0 tends to simulate higher sensible heat and lower latent heat fluxes than its BATS counterpart. The surface water balance also changes considerably between the two land surface schemes. Compared to BATS, CLM0 precipitation is reduced overall and surface runoff is increased, thereby allowing less water to enter the soil column. Evapotranspiration is lower in CLM0 due to lower ground evaporation, which leads to a wetter surface soil in CLM0 in spite of less precipitation input. However, transpiration is greater in CLM0 than BATS, which has an overall effect of less surface storage during the summertime. Comparison with station observations indicates that CLM0 tends to improve the simulation of root zone soil water content compared to BATS. Another pronounced difference between the two schemes is that CLM0 produces lower snow amounts than BATS because of different snow models and warmer CLM0 temperatures. In this case, BATS snow cover amounts are more in line with observations. Overall, except for the snow amounts, CLM0 appears to improve the RegCM simulation of the surface energy and water budgets compared to BATS. 相似文献
15.
模式评估是模式发展中不可或缺的重要一环。本文利用最新版陆面模式评估软件—ILAMB（International Land Model Benchmarking）对通用陆面模式 (The Common Land Model, CoLM)进行客观评估,并与NCAR陆面模式CLM5(Community Land Model version 5)结果进行比较。作为一个陆面模式评估软件,ILAMB能对参与评估的模式变量自动生成诊断图形并对模式性能进行评分。评估结果表明,CoLM总体性能良好,模拟结果与基准数据较为接近。与CLM5相比,CoLM在总初级生产力及水文方面的表现略微逊色,在辐射方面则表现相当,对部分变量如地表向上长波辐射、地表净辐射等的模拟甚至优于CLM5。通过对比CRUNCEPv7和GSWP3v1两种强迫资料发现,它们在气候平均态上具有一定的差异,模式在GSWP3v1强迫下的表现相对较好。CoLM和CLM5在CRUCNEPv7强迫下模拟的潜热通量在亚马逊平原、亚洲东部和南部地区以及北美东部一带正偏差显著,而在GSWP3v1强迫下的模拟则有明显改善。这两个模式对感热通量的模拟在非洲北部、亚洲中部一带均明显偏高。在辐射方面,CoLM模拟的地表向上短波辐射在全球以偏高为主,这在一定程度上造成了地表净辐射的模拟偏低。各组试验模拟的地表向上长波辐射得分相差不大,但在具体的空间分布上有一定的差别。 相似文献
16.
Weidan Zhou Jianping Tang Xueyuan Wang Shuyu Wang Xiaorui Niu Yuan Wang 《Asia-Pacific Journal of Atmospheric Sciences》2016,52(2):107-127
The COSMO-CLM (CCLM) model is applied to perform regional climate simulation over the second phase of CORDEX-East Asia (CORDEX-EA-II) domain in this study. Driven by the ERAInterim reanalysis data, the model was integrated from 1988 to 2010 with a high resolution of 0.22°. The model’s ability to reproduce mean climatology and climatic extremes is evaluated based on various aspects. The CCLM model is capable of capturing the basic features of the East Asia climate, including the seasonal mean patterns, interannual variations, annual cycles and climate extreme indices for both surface air temperature and precipitation. Some biases are evident in certain areas and seasons. Warm and wet biases appear in the arid and semi-arid areas over the northwestern and northern parts of the domain. The simulated climate over the Tibetan Plateau is colder and wetter than the observations, while South China, East China, and India are drier. The model biases may be caused by the simulated anticyclonic and cyclonic biases in low-level circulations, the simulated water vapor content biases, and the inadequate physical parameterizations in the CCLM model. A parallel 0.44° simulation is conducted and the comparison results show some added value introduced by the higher resolution 0.22° simulation. As a result, the CCLM model could be an adequate member for the next stage of the CORDEX-EA project, while further studies should be encouraged. 相似文献
17.
G. Heinemann 《Theoretical and Applied Climatology》2006,83(1-4):35-50
Summary The dynamical effect of land surface heterogeneity on heat fluxes in the atmospheric boundary layer (ABL) is investigated
using numerical simulations with a non-hydrostatic model over a wide range of grid resolutions. It is commonly assumed that
mesoscale or dynamical fluxes associated with mesoscale and convective circulations simulated by a high-resolution model (subgrid
(SG) model) on the subgrid scale of a climate model (large-scale (LS) model) represent additional processes in the ABL, which
are not considered by the turbulence scheme of the LS-model, and which can be parameterized using the SG-model. The present
study investigates the usefulness of this methodology for small-scale and large-scale idealized heterogeneities using a SG-model
resolving mesoscale or even microscale circulations to compute the mesoscale fluxes on the scale of the LS-model. It is shown
that the dynamical transports as derived from the SG-model should not be used to correct the parameterized turbulent fluxes
of the LS-model. The reason is that the subgrid circulations simulated by the SG-model interact with the fields of wind and
scalars in the ABL, which results in reduced turbulent fluxes in the ABL. Thus the methodology of previous studies to use
mesoscale/dynamical fluxes for the correction of flux profiles simulated by climate models seems to be questionable. 相似文献
18.
Mark Reyers Andreas Krüger Christiane Werner Joaquim G. Pinto Stefan Zacharias Michael Kerschgens 《Boundary-Layer Meteorology》2011,139(1):121-141
A mesoscale meteorological model (FOOT3DK) is coupled with a gas exchange model to simulate surface fluxes of CO2 and H2O under field conditions. The gas exchange model consists of a C3 single leaf photosynthesis sub-model and an extended big
leaf (sun/shade) sub-model that divides the canopy into sunlit and shaded fractions. Simulated CO2 fluxes of the stand-alone version of the gas exchange model correspond well to eddy-covariance measurements at a test site
in a rural area in the west of Germany. The coupled FOOT3DK/gas exchange model is validated for the diurnal cycle at singular
grid points, and delivers realistic fluxes with respect to their order of magnitude and to the general daily course. Compared
to the Jarvis-based big leaf scheme, simulations of latent heat fluxes with a photosynthesis-based scheme for stomatal conductance
are more realistic. As expected, flux averages are strongly influenced by the underlying land cover. While the simulated net
ecosystem exchange is highly correlated with leaf area index, this correlation is much weaker for the latent heat flux. Photosynthetic
CO2 uptake is associated with transpirational water loss via the stomata, and the resulting opposing surface fluxes of CO2 and H2O are reproduced with the model approach. Over vegetated surfaces it is shown that the coupling of a photosynthesis-based
gas exchange model with the land-surface scheme of a mesoscale model results in more realistic simulated latent heat fluxes. 相似文献
19.
利用NOAH(The Community Noah Land Surface Model)、SHAW(Simultaneous Heat and Water)和CLM(Community Land Model)3个不同的陆面过程模式及兰州大学(Semi-Arid Climate Observatory and Laboratory,SACOL)2007年的观测资料,对黄土高原半干旱区的陆面过程进行了模拟研究。通过与观测值间的对比,考察不同陆面过程模式在半干旱区的适用性。研究结果表明:3个模式在半干旱区的模拟性能有较大差异。其中,CLM模式模拟的20 cm以上的浅层土壤温度最优,SHAW模式模拟的深层土壤温度最优;SHAW模式模拟的土壤含水量与观测值最为接近,而NOAH和CLM模式模拟值有较大偏差;3个模式均能较好地模拟地表反射辐射,其中SHAW模式模拟值与观测值的偏差最小;对地表长波辐射的模拟,CLM模式的模拟最优;3个模式均能较好地反映感热、潜热通量的变化趋势,其中CLM模式对感热的模拟性能优于其他两个模式,在有降水发生后的湿润条件下,CLM模式对潜热的模拟性能最优,而无降水的干燥条件下,CLM模式的模拟偏差最大,NOAH模式对冬季潜热的模拟最优。总体而言,CLM模式能够更好地再现半干旱区地气之间的相互作用,但模式对土壤含水量及干燥条件下的潜热通量的模拟较差,模式对半干旱区陆气间的水文过程还有待进一步的研究和改进。 相似文献
20.
选取东南亚中南半岛地区作为模拟区域，基于高分辨率的遥感观测森林变化数据和WRF数值模式，设计毁林前后的两种情景对旱季气候进行模拟，评估NoahMP、CLM和Noah mosaic三种陆面过程方案对热带毁林增温响应的模拟能力。结果表明，CLM方案在模拟历史气温中有着更好的表现，Noah mosaic方案的结果存在明显低估。然而，对比毁林前后两种情景的模拟结果，本文发现，只有采用了"次格网"方式的Noah mosaic方案较好地模拟出毁林增温响应特征。在格网尺度采用"主导类型"计算方式的NoahMP方案没有合理地呈现出森林损失对区域气候的影响。理论上，CLM模式在计算中同时考虑格网内所有植被类型，然而本文发现CLM方案在主导类型不变的格网对森林损失比例不敏感，而且对毁林反馈的模拟结果与NoahMP方案的结果更接近。据此推测，在WRF模式耦合CLM方案的过程中，格网内参数处理方式可能产生了错误，实际采用的是"主导类型"方式。在模拟土地覆盖类型变化对气候的影响时，本文推荐使用Noah mosaic方案。同时，建议在未来版本的WRF模型中修正目前耦合的CLM方案关于次格网方法的处理方式，提供更合理的水热通量模拟。 相似文献