gma

Preface

For most scholars of geosciences or meteorology, data processing is a big project, which can take several hours or days of data processing. Without good tools or methods, it will be extremely difficult to analyze and research data with multiple time series (such as time series remote sensing data) and large-scale (such as nationwide), because data processing itself is very time-consuming and labor-intensive.

In order to solve these problems, gma (Geographic and Meteorological Analysis) encapsulates the data processing process.

Requires

• pandas: >= 2.0.0
• numpy: >= 1.24.0
• scipy: >= 1.9.0
• matplotlib: >= 3.8.0

Included features

• Climate and meteorology(climet): e.g. SPEI, SPI, ET0, etc.

• Remote sensing indices(rsvi): e.g. NDVI, EVI, TVDI, etc.

• Mathematical operations(math): e.g. data smoothing, evaluation, filtering, stretching, enhancement transformations, etc.

• System interaction(osf): e.g. path retrieval, renaming, compression, etc.

• Spatial miscellany(smc): e.g. spatial distance calculation, area calculation, coordinate transformation, spatial interpolation, etc.

• Geographic formats(gft): e.g. creating and modifying raster/vector driven formats.

• Raster processing(rasp): e.g. raster mosaicking, cropping, resampling, reprojection, format conversion, data fusion, etc.

• Vector processing(vesp): e.g. vector clipping, erasing, intersection, merging, reprojection, etc.

• Coordinate reference system(crs): e.g. creating projections, ellipsoids, datum, etc.

• Map tools(map): e.g. raster and vector data visualization, generating north arrow, scale bar, defining coordinate systems, etc.

Thanks

Thank you for giving me encouragement, classmates, colleagues and friends all the way. Because of your existence, we have more power to complete. We will not list the personnel here, but we still sincerely thank you.

Due to the limited level, there will be more or less problems in the function. Looking forward to your feedback and corrections.

More functions will be added later. We hope you can provide valuable comments.