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971.
972.
973.
Bacterial populations meet the challenges of dynamic spatially heterogeneous environments with fluctuating biotic and abiotic
factors in a number of ways. The motivation for the work presented here has been to transfer ideas from bacterial adaptability
and evolvability to computational problem solving. Following a brief comment on some examples of the ways bacteria solve problems,
a bacterially-inspired computational architecture for simulating aspects of problem solving is described. We then examine
three case studies. The first, a study of the mutational impact of a remediation to toxic (fitness-reducing) material, highlights
how a sufficiently pre-engineered adaptive system can solve a difficult problem quite easily. The second study looks at why
it is difficult to evolve complex problem solving behaviours and how artificial selection mechanisms coupled with pre-engineering
the system can help. Specifically, this refers to quorum sensing and tactic behaviours. A further study looked at ways in
which a quorum sensing analogue could help computational agents find multiple peaks in a landscape. The paper concludes with
a discussion of an investigation of bacteria that had both quorum sensing and tactic capabilities. 相似文献
974.
In Queensland, Australia, forest areas are discriminated from non-forest by applying a threshold (∼ 12%) to Landsat-derived Foliage Projected Cover (FPC) layers (equating to ∼ 20% canopy cover), which are produced routinely for the State. However, separation of woody regrowth following agricultural clearing cannot be undertaken with confidence, and is therefore not mapped routinely by State Agencies. Using fully polarimetric C-, L- and P-band NASA AIRSAR and Landsat FPC data for forests and agricultural land near Injune, central Queensland, we corroborate that woody regrowth dominated by Brigalow (Acacia harpophylla) cannot be discriminated using either FPC or indeed C-band data alone, because the rapid attainment of a canopy cover leads to similarities in both reflectance and backscatter with remnant forest. We also show that regrowth cannot be discriminated from non-forest areas using either L-band or P-band data alone. However, mapping can be achieved by thresholding and intersecting these layers, as regrowth is unique in supporting both a high FPC (> ∼ 12%) and C-band SAR backscatter (> ~ − 18 dB at HV polarisation) and low L-band and P-band SAR backscatter (e.g. < =∼ 14 dB at L-band HH polarisation). To provide a theoretical explanation, a wave scattering model based on that of Durden et al. [Durden, S.L., Van Zyl, J.J. & Zebker, H.A. (1989). Modelling and observation of radar polarization signature of forested areas. IEEE Trans. Geoscience and Remote Sensing, 27, 290-301.] was used to demonstrate that volume scattering from leaves and small branches in the upper canopy leads to increases in C-band backscattering (particularly HV polarisations) from regrowth, which increases proportionally with FPC. By contrast, low L-band and P-band backscatter occurs because of the lack of double bounce interactions at co-polarisations (particularly HH) and volume scattering at HV polarisation from the stems and branches, respectively, when their dimensions are smaller than the wavelength. Regrowth maps generated by applying simple thresholds to both FPC and AIRSAR L-band data showed a very close correspondence with those mapped using same-date 2.5 m Hymap data and an average 73.7% overlap with those mapped through time-series comparison of Landsat-derived land cover classifications. Regrowth mapped using Landsat-derived FPC from 1995 and JER-1 SAR data from 1994-1995 also corresponded with areas identified within the time-series classification and true colour stereo photographs for the same period. The integration of Landsat FPC and L-band SAR data is therefore expected to facilitate regrowth mapping across Queensland and other regions of Australia, particularly as Japan's Advanced Land Observing System (ALOS) Phase Arrayed L-band SAR (PALSAR), to be launched in 2006, will observe at both L-band HH and HV polarisations. 相似文献
975.
Fuqin Li William P. Kustas Thomas J. Jackson John H. Prueger 《Remote sensing of environment》2006,101(3):315-328
A two-source (soil + vegetation) energy balance model using microwave-derived near-surface soil moisture as a key boundary condition (TSMSM) and another scheme using thermal-infrared (radiometric) surface temperature (TSMTH) were applied to remote sensing data collected over a corn and soybean production region in central Iowa during the Soil Moisture Atmosphere Coupling Experiment (SMACEX)/Soil Moisture Experiment of 2002 (SMEX02). The TSMSM was run using fields of near-surface soil moisture from microwave imagery collected by aircraft on six days during the experiment, yielding a root mean square difference (RMSD) between model estimates and tower measurements of net radiation (Rn) and soil heat flux (G) of approximately 20 W m− 2, and 45 W m− 2 for sensible (H) and latent heating (LE). Similar results for H and LE were obtained at landscape/regional scales when comparing model output with transect-average aircraft flux measurements. Flux predictions from the TSMSM and TSMTH models were compared for two days when both airborne microwave-derived soil moisture and radiometric surface temperature (TR) data from Landsat were available. These two days represented contrasting conditions of moderate crop cover/dry soil surface and dense crop cover/moist soil surface. Surface temperature diagnosed by the TSMSM was also compared directly to the remotely sensed TR fields as an additional means of model validation. The TSMSM performed well under moderate crop cover/dry soil surface conditions, but yielded larger discrepancies with observed heat fluxes and TR under the high crop cover/moist soil surface conditions. Flux predictions from the thermal-based two-source model typically showed biases of opposite sign, suggesting that an average of the flux output from both modeling schemes may improve overall accuracy in flux predictions, in effect incorporating multiple remote-sensing constraints on canopy and soil fluxes. 相似文献
976.
A downscaling method for the near-surface soil moisture retrieved from passive microwave sensors is applied to the PBMR data collected during the Monsoon '90 experiment. The downscaling method requires (1) the coarse resolution microwave observations, (2) the fine-scale distribution of soil temperature and (3) the fine-scale distribution of surface conditions composed of atmospheric forcing and the parameters involved in the modeling of land surface-atmosphere interactions. During the Monsoon '90 experiment, eight ground-based meteorological and flux stations were operating over the 150 km2 study area simultaneously with the acquisition of the aircraft-based L-band PBMR data. The heterogeneous scene is hence composed of eight subpixels and the microwave pixel is generated by aggregating the microwave emission of all sites. The results indicate a good agreement between the downscaled and ground-based soil moisture as long as the intensity of solar radiation is sufficiently high to use the soil temperature as a tracer of the spatial variability of near-surface soil moisture. 相似文献
977.
Effective integration of optical remote sensing with flux measurements across multiple scales is essential for understanding global patterns of surface-atmosphere fluxes of carbon and water vapor. SpecNet (Spectral Network) is an international network of cooperating investigators and sites linking optical measurements with flux sampling for the purpose of improving our understanding of the controls on these fluxes. An additional goal is to characterize disturbance impacts on surface-atmosphere fluxes. To reach these goals, key SpecNet objectives include the exploration of scaling issues, development of novel sampling tools, standardization and intercomparison of sampling methods, development of models and statistical methods that relate optical sampling to fluxes, exploration of component fluxes, validation of satellite products, and development of an informatics approach that integrates disparate data sources across scales. Examples of these themes are summarized in this review. 相似文献
978.
北衙碱性斑岩型金矿床矿床遥感地质综合信息 总被引:7,自引:1,他引:7
北衙碱性斑岩型金矿床为“三江”地区金沙江-哀牢山喜山期富碱斑岩带中的重要金多金属矿床,复式穹隆构造碱性斑岩与金矿床呈现构造--岩浆--矿化三位一体,金矿化集中于成矿晚期热液活动阶段,矿床遥感地质方法获取了该区常规地质方法得不到的成岩成矿影像-地质信息,与构造地球化学方法共同获取了丰富的矿床定位预测网络结构“陷信息”并拟建了影像线-环结构-构造地球化学集成成矿预测方法。 相似文献
979.
980.