zxdawn / Hyper-Landfill

Notebooks for paper "Global Solid Waste Methane Super Emitters Using Hyperspectral Satellites"

Repository from Github https://github.comzxdawn/Hyper-LandfillRepository from Github https://github.comzxdawn/Hyper-Landfill

Hyper-Landfill

Usage

This repository contains scripts and a selection of data used in the ES&T paper "Global Identification of Solid Waste Methane Super Emitters Using Hyperspectral Satellites."

All input data are available in the Zenodo dataset titled "Dataset for Global Identification of Solid Waste Methane Super Emitters Using Hyperspectral Satellites".

To use the data, download the compressed file, extract it into the root directory, and rename the folder to "data". This will ensure that all Jupyter Notebooks run correctly.

Notebook structure

  • emission_summary.ipynb

    Table S2 and S3; Generating summary data

  • emission_map.ipynb

    Fig. 1 and S7

  • hyper_sankey.ipynb

    Fig. 2 and S9

  • emission_comp_th.ipynb

    Fig. 3 and S13; Table S4, S5, S6, S7, and S8

  • emission_timeseries.ipynb

    Fig. 4, S14, and S15

  • errors.ipynb

    Fig. S1

  • emission_stats.ipynb

    Fig. S8 and S10

  • climatetrace_stats.ipynb

    Fig. S11

  • s2_landfill.ipynb

    Fig. S12, S17, and S18

  • animation.ipynb

    Movie S1 and S2

Reference

Zhang, Xin, et al. "Global identification of solid waste methane super emitters using hyperspectral satellites." (2025, under review).

About

Notebooks for paper "Global Solid Waste Methane Super Emitters Using Hyperspectral Satellites"

License:GNU General Public License v3.0


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