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).