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4denvar_landsurfacemodel

Python code for implementing the 4DEnVar Data Assimilation method and examples of use

adaptive-phase-correction

aerolan

cosqm/aeronet ZNSB to AOD correlations library

aerosol

气溶胶反演

aerosols

Trends in AODS

aod-net

AOD-Net (Pytorch & Caffe)

aod-vs-pm2.5-prediction-methods

A major challenge involving pollution detection is to measure the average PM2.5 concentration over major metropolitan areas. One useful method for predicting PM2.5 over a relatively wide range are AOD measurements. Ensemble algorithms are more effective than linear algorithms for prediction. Pandas and scikit-learn were used for data analysis.

aodnet-based-image-haze-removal

Single Image Haze Removal Using AODNet in Pytorch

area-test

面检验

atmosphericcorrection

Simultaneous estimation of surface reflectance and aerosol optical depth

baralgorithm

Bayesian Aerosol Retrieval algorithm

book

个人认为对技术提升很不错的书

cdr_aod

CDR - Aerosol and optical depth over land

classification-models-using-python

Various Classification models used are Logistic regression, K-NN, Support Vector Machine, Kernel SVM, Naive Bayes, Decision Tree Classification, Random Forest Classification using Python

cmac2.0

Repository for initial CMAC2.0 VAP work for ARM

combin_micaps

将风廓线雷达中的数据进行整合，写入micaps4文件中，进行显示和服务

comparerttovcrtm

scripts comparing RTTOV and CRTM using the standard atmosphere profiles (typical modtran-like 1-6, Tropical, Midalt summer, us std, etc)) provided in RTTOV's test data.

crtm

crtm_tutorial

A collection of CRTM tutorial cases for the CRTM User/Developer Workshop.

dealias

Radar Doppler velocity dealiasing technique using 3D continuity.

dualpol_simulator

A dual-polarimetric radar simulator for WRF output

filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

frst_python

Fast radial symmetry transform implemented in pure python.

fv3atm

fv3gfs

The public home of NOAA EMC's FV3GFS Modeling System.

fy4_giirs_crtm

通过CRTM模拟FY4GIIRS的MW波段的radiance， 并于观测数据进行比较

glint

Calculate glint angle for satellite

goes16-aod

Repositório de arquivos para o projeto GOES-16

goes2go

Download and process GOES-16 and GOES-17 data from NOAA's archive on AWS using Python.

gsiutils