A method for estimating ecological water storage based on airborne lidar and multispectral remote sensing technology

Abstract

The invention relates to an ecological water reserve estimation method based on an airborne LiDAR and multispectral remote sensing technology. The method comprises the following steps: step S10, performing LiDAR point cloud preprocessing and individual tree segmentation; S20, constructing a LiDAR point cloud biomass estimation model (LiDAR-AGB) based on the LiDAR point cloud characteristic variables and the sample plot actual measurement biomass; S30, LandSat8-OLI image data preprocessing is carried out, vegetation related indexes are extracted, and the water content is inversed; and S40, jointly constructing a vegetation canopy water content estimation model by utilizing the vegetation biomass estimated by the LiDAR point cloud and the vegetation water content inverted by the LandSat8-OLIoptical image, and inverting the vegetation canopy water content (EMC). Therefore, based on the LiDAR point cloud biomass model and the vegetation water content model, the ecological water content ofdifferent vegetations can be indirectly calculated, and the problem that the rainfall conversion link is difficult to quantify is solved; the distribution and water storage characteristics of the western ecological water layer can be found out, and the water resource research and ecological environment research theories can be enriched; potential social and economic values and scientific application prospects are realized.

Description

technical field [0001] The invention relates to the technical field of ecological water calculation research, in particular to a method for estimating ecological water storage by airborne LiDAR and multi-spectral remote sensing technology. Background technique [0002] Ecological water (layer) refers to the total amount of water that can be intercepted (detained) or conserved by surface vegetation (including stem layer of vegetation leaf surface, root soil layer and humus layer, etc.). Its form of existence and movement is different from surface water and groundwater. Its water can be used for evaporation, adjustment and replenishment of surface water and groundwater. It is a special transition zone or transition zone of the water cycle and plays an important role in the entire hydrological cycle. Vegetation ecological water content is an important indicator factor to characterize the growth state of vegetation, and an important parameter index for agriculture, forestry, eco...

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Problems solved by technology

[0004] Purpose of the invention: Aiming at the current research status of ecological water calculation methods, this invention uses airborne lidar technology combined with multi-spectral remote sensing technology to obtain forest canopy structure information, breaking through traditional optical remote sensing technology that can only obtain the top spectrum of vegetation canopy Due to the limitation of information, the vertical canopy structure including the ecological water inversion of branches and trunks can be effectively inverted, especially the problem of inaccurate calculation of ecological water storage in branches and trunks and low calculation efficiency can be improved

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