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[PDF] Top 20 Evaluating and improving the Community Land Model’s sensitivity to land cover

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Evaluating and improving the Community Land Model’s sensitivity to land cover

Evaluating and improving the Community Land Model’s sensitivity to land cover

... and land surface temperature (LST) be- tween forest and nearby open land on a global ...of land surface models to simulate the biogeo- physical effects of ...open land (i.e., grass- ... See full document

27

A Framework for Evaluating Land Use and Land Cover Classification Using Convolutional Neural Networks

A Framework for Evaluating Land Use and Land Cover Classification Using Convolutional Neural Networks

... Furthermore, the properties of local connectivity and parameter sharing of the CNNs vastly reduces the number of parameters that would have to be learned for multidimensional images if using a standard neural network, ... See full document

23

Improving arable land heterogeneity information in available land cover products for land surface modelling using MERIS NDVI data

Improving arable land heterogeneity information in available land cover products for land surface modelling using MERIS NDVI data

... The land use/cover scheme strongly affects the sim- ulated evapotranspiration of a hydrological ...hydrological model PROMET, the new land use approach was compared to two possible extremes: ... See full document

12

Streamflow sensitivity to climate and land cover changes: Meki River, Ethiopia

Streamflow sensitivity to climate and land cover changes: Meki River, Ethiopia

... and land cover changes on streamflow were assessed using a hydrological ...Initial model pa- rameters were obtained from a previously modeled adjacent catchment and subsequent calibration and ... See full document

11

Pairing FLUXNET sites to validate model representations of land use/land cover change

Pairing FLUXNET sites to validate model representations of land use/land cover change

... of land-use/land-cover change (LULCC) ...from sensitivity studies largely depend on the land sur- face model (LSM) that is coupled to the atmospheric model within ...the ... See full document

15

Sensitivity analysis of the GEMS soil organic carbon model to land cover land use classification uncertainties under different climate scenarios in senegal

Sensitivity analysis of the GEMS soil organic carbon model to land cover land use classification uncertainties under different climate scenarios in senegal

... explicit land cover land use (LCLU) parameterizations by running the model with a sin- gle hard and multiple soft LCLU classification inputs to infer model ... See full document

18

Modeling agriculture in the Community Land Model

Modeling agriculture in the Community Land Model

... the Community Land Model (CLM), to help ad- dress these ...new model, CLM- Crop, validated against observations from two AmeriFlux sites in the United States, planted with maize and ...crop ... See full document

21

The sensitivity of carbon turnover in the Community Land Model to modified assumptions about soil processes

The sensitivity of carbon turnover in the Community Land Model to modified assumptions about soil processes

... standard model has been calibrated to reproduce global SOC stocks, the lack of explicit representation of soil processes may limit their capacity to capture spatial variabil- ity in these ...standard model ... See full document

11

Development of high resolution land surface parameters for the Community Land Model

Development of high resolution land surface parameters for the Community Land Model

... global land cover and vegetation based on MODIS imagery, or other avail- able satellite sensor products, in order to provide accurate and continuous land parameters for land surface and cli- ... See full document

22

Evaluating the Community Land Model in a pine stand with shading manipulations and 13 CO 2labeling

Evaluating the Community Land Model in a pine stand with shading manipulations and 13 CO 2labeling

... for model and observations, respectively ...the model predic- tion of soil respiration falls in the observed range, although this could be the result of good luck as much as good perfor- ...good ... See full document

17

Characterizing the relationship between land use land cover change and land surface temperature

Characterizing the relationship between land use land cover change and land surface temperature

... in land use land cover (LULC) to understand the urban heat island (UHI) effect is valuable for both communities and local governments in cities in developing countries, where urbanization and ... See full document

41

Evaluating the Potential of the Original Texas Land Survey for Mapping Historical Land and Vegetation Cover

Evaluating the Potential of the Original Texas Land Survey for Mapping Historical Land and Vegetation Cover

... Public Land Survey System (PLSS) for land survey: the systems that have supported the vast majority of vegetation reconstructions to ...Texas Land Survey System (OTLS) that evolved from a system of ... See full document

14

Land Use and Land Cover Classification -

Land Use and Land Cover Classification -

... of land use and land cover classification of this study, a total of 150 samples were chosen which consist 20 samples for barren land, 40 samples for built up land, 5 samples for mining ... See full document

7

Land use and land cover change based on historical space–time model

Land use and land cover change based on historical space–time model

... sive land use and cover in Table 1 that from 2001 to 2014 the most changes occurred on dry land, followed by build- ing land and paddy field and lastly forest ...dry land changes slowly ... See full document

9

Holocene land-cover reconstructions for studies on land cover-climate feedbacks

Holocene land-cover reconstructions for studies on land cover-climate feedbacks

... human land-use are far too small to account for a major dampening (or enhancement) of global climate variations ...past land-cover such as the REVEALS model-based recon- structions, which ... See full document

17

Harris County, Texas Land Cover. Land Cover Data Sheet

Harris County, Texas Land Cover. Land Cover Data Sheet

... Notes and Limitations While efforts have been made to ensure that data are accurate and reliable within the limits of current technology, NLCD data sets were made for analysis at a regional and national scale. These data ... See full document

9

Assessing and Improving the Reliability of Volunteered Land Cover Reference Data

Assessing and Improving the Reliability of Volunteered Land Cover Reference Data

... support land cover mapping and validation, yet the reliability of the volunteered data still requires further ...and land cover types that generate the most ...of land cover ... See full document

21

Decision tree classification model for land use and land cover mapping   a case study

Decision tree classification model for land use and land cover mapping a case study

... as land management, potential mapping, forecast analysis and soil assessment ...probability model, which provides a probability of being in each class rather than simply a ...defined model (Srimani ... See full document

5

The experience of Mozambique's community land initiative (iTC) in securing land rights and improving community land use: Practice, policy and governance implications

The experience of Mozambique's community land initiative (iTC) in securing land rights and improving community land use: Practice, policy and governance implications

... farm land in the Limpopo and other river basins, not subject to customary jurisdiction, but occupied informally by farmer groups or targeted for small scale irrigation and income generating ...access land ... See full document

30

The implications of alternative developer decision-making strategies on land-use and land-cover in an agent-based land market model

The implications of alternative developer decision-making strategies on land-use and land-cover in an agent-based land market model

... Abstract: Land developers play a key role in land-use and land cover change, as they directly make land development decisions and bridge the land and housing ...purchase ... See full document

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