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emit-ghg

Mapping of greenhouse gases with EMIT.

hacking_limnology_2022_remote_sensing

hydrolight_mfile_reader_py

This python notebook reformats a series of Hydrolight-generated m-files (radiative transfer outputs) into hdf5 files. This enables easier access to data for investigators, who can work with structured variables inside the hdf5 files rather than unweildy ascii files, which are difficult to utilize on a large scale. See GitHub readme for more details.

icesat-2_kdph

Codes for calculating Kdph (Kd photon) from ICESat-2 ATL03 data (this code is written for version 006 of the ATL data)

mdn

Mixture Density Network for water constituent estimation

nn_iop_decomp

Neural Networks for deriving subcomponent Inherent Optical Properties from total light absorption coefficient and particulate absorption coefficient using Neural Networks

so-rad

Solar-tracking hyperspectral reflectance radiometry platform

spectral_iop_decomp

Deriving spectral absorption coefficients of phytoplankton, CDOM and detrital matter from total spectral non-water absorption coefficient using Extremely Randomized Trees and Ensemble Bagged model.