27-01-2010 дата публикации
Номер: CN0101634711A
Автор:
KEBIAO MAO,
DAOLONG WANG,
LIXIN ZHANG,
TIANZHI REN,
SANMEI LI,
MAOFANG GAO,
MAO KEBIAO,
WANG DAOLONG,
ZHANG LIXIN,
REN TIANZHI,
LI SANMEI,
GAO MAOFANG
Принадлежит:
The invention relates to a method for estimating the temperature of near-surface air near from MODIS data, which can be used for remote sensing application departments, i.e. weather, environmental monitoring, land management, agricultural monitoring, disaster monitoring, and the like. The method comprises three steps: step1: utilizing the near-surface temperature and the emission rate of each pixel of a MODIS data product and the water vapour content value of atmosphere as priori knowledge and input parameters of atmosphere radiation transmission module simulation software MODTRAN4, carrying out forward direction simulation in different areas and seasons aiming at a 29th thermal infrared band, a 31st thermal infrared band and a 32nd thermal infrared band of each pixel of the obtained remote sensing data MODIS and establishing a training and testing database; step2: utilizing a neural network to repeatedly training and testing a training and testing dataset; step3: carrying out back calculation ...
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