文件列表:

.readthedocs.yml (88, 2023-11-24)
LICENSE (1093, 2023-11-24)
MANIFEST.in (40, 2023-11-24)
docs/ (0, 2023-11-24)
docs/Makefile (634, 2023-11-24)
docs/_build/ (0, 2023-11-24)
docs/_build/doctrees/ (0, 2023-11-24)
docs/_build/doctrees/environment.pickle (870589, 2023-11-24)
docs/_build/doctrees/index.doctree (10651, 2023-11-24)
docs/_build/doctrees/modules.doctree (2684, 2023-11-24)
docs/_build/doctrees/overview.doctree (10566, 2023-11-24)
docs/_build/doctrees/petrolib.doctree (455869, 2023-11-24)
docs/_build/doctrees/quickstart.doctree (12183, 2023-11-24)
docs/_build/doctrees/tutorial.doctree (2975, 2023-11-24)
docs/_build/html/ (0, 2023-11-24)
docs/_build/html/.buildinfo (230, 2023-11-24)
docs/_build/html/_images/ (0, 2023-11-24)
docs/_build/html/_images/zones.png (175771, 2023-11-24)
docs/_build/html/_modules/ (0, 2023-11-24)
docs/_build/html/_modules/index.html (4102, 2023-11-24)
docs/_build/html/_modules/interp.html (42835, 2023-11-24)
docs/_build/html/_modules/petrolib/ (0, 2023-11-24)
docs/_build/html/_modules/petrolib/file_reader.html (19584, 2023-11-24)
docs/_build/html/_modules/petrolib/interp.html (42949, 2023-11-24)
docs/_build/html/_modules/petrolib/plots.html (329779, 2023-11-24)
docs/_build/html/_modules/petrolib/procs.html (35278, 2023-11-24)
docs/_build/html/_modules/petrolib/stats.html (25412, 2023-11-24)
docs/_build/html/_modules/petrolib/utils.html (4912, 2023-11-24)
docs/_build/html/_modules/petrolib/workflow.html (297461, 2023-11-24)
docs/_build/html/_modules/plots.html (329593, 2023-11-24)
docs/_build/html/_modules/procs.html (35140, 2023-11-24)
docs/_build/html/_modules/stats.html (25274, 2023-11-24)
docs/_build/html/_modules/utils.html (4810, 2023-11-24)
docs/_build/html/_modules/workflow.html (297263, 2023-11-24)
docs/_build/html/_sources/ (0, 2023-11-24)
docs/_build/html/_sources/index.rst.txt (1379, 2023-11-24)
docs/_build/html/_sources/modules.rst.txt (59, 2023-11-24)
docs/_build/html/_sources/overview.rst.txt (1636, 2023-11-24)
docs/_build/html/_sources/petrolib.rst.txt (835, 2023-11-24)
... ...

# Petrophysical Evaluation Package This is a python package designed to help users perform petrophysical analysis by estimating petrophysical parameters such as: ``` * Volume of Shale using various methods like Clavier, Stieber and Larionov methods * Porosity - Effective and Total porosities using the density and Wyllie's sonic methods. * Water Saturation - using both archie and simmandoux methods * Permeability ``` In addition to estimating these parameters, log plots are automatically displayed for proper interpretation. Also a pay summary result/dataframe is produced to help quantify the over-all quality of the reservoirs. Cutoff such as the porosity, shale volume and water saturation are applied to flag pay regions. The pay summary include: * net, gross and not net thicknesses * % net-to-gross * average volume of shale * average porosity * bulk volume of water * water saturation. Interestingly, the parameters are computed and displayed only for the zones of interest picked. Plots such as neutron-density and pickett are available for reservoir assessment. Geolocations of the wells can also be visualised. ### Functionalities The package is designed to handle: * Loading of well data * Processing of well log data * Statistical analysis such as log frequencies and correlation * Well log visualisation * Plot well locations on an actual map * Facilitates the loading of well tops. * Plot log curves along with zonation tracks * Neutron-density cross plot * Pickett Plot ### Quick tutorial ``` #import necessaries from pathlib import Path from petrolib import procs from petrolib import file_reader as fr from petrolib.workflow import Quanti from petrolib.plots import tripleCombo, Zonation, plotLog #load data well_path = Path(r"./15_9-19.las") tops_path = Path(r'./well tops.csv') df, las = fr.load_las(well_path, return_csv=True, curves=['GR', 'RT', 'NPHI', RHOB']) #process data df = procs.process_data(df, 'GR', 'RT', 'NPHI', 'RHOB') #triple combo %matplotlib inline tripleCombo(df, 'DEPTH', 'GR', 'RT', 'NPHI', 'RHOB', ztop=3300, zbot=3450, res_thres=10, fill='right', palette_op='rainbow', limit='left') #zone plot zones = Zonation(df, path=tops_path) zones.plotZone('DEPTH', ['GR', 'RT', 'RHOB', 'NPHI', 'CALI'], 3300, 3600, '15_9-19') plotLog('DEPTH', ['GR', 'RT', 'RHOB', 'NPHI', 'CALI'], 3300, 3600, '15_9-19') #calling the zonation object to extra info ztop, zbot, zn, fm = zones() #Petrophysics pp = Quanti(df, zn, ztop, zbot, fm, 'DEPTH', 'GR', 'RT', 'NPHI', 'RHOB', use_mean=True) vsh = pp.vshale(method='clavier', show_plot=True, palette_op='cubehelix', figsize=(9,12)) por = pp.porosity(method='density', show_plot=True, figsize=(10, 12)) sw = pp.water_saturation(method='archie', show_plot=True, figsize=(10, 12)) perm = pp.permeability(show_plot=True, figsize=(9, 10)) flags = pp.flags(por_cutoff=.12, vsh_cutoff=.5, sw_cutoff=0.8, show_plot=True, palette_op='cubehelix', figsize=(20, 15)) ps = pp.paySummary(name='15-9_F1A') #save results to excel pp.save(file_name='Pay Summary') ``` Tutorial repo [link](https://github.com/mayor-of-geology/tutorials)

近期下载者：

相关文件：

评论：[我要评论] [举报此文件]

收藏者：