From 7893f0f51821a5447db773dcd79ad66abba761de Mon Sep 17 00:00:00 2001
From: Paul Eckhardt <paul@eckhardt.cc>
Date: Tue, 8 May 2018 00:55:19 +0200
Subject: [PATCH] release V.3.01.01

---
 .../EbasMetadata-checkpoint.ipynb             | 336 ++++++++++++++++++
 Examples/Doc/Notebooks/EbasMetadata.ipynb     |  59 ++-
 Examples/Doc/Notebooks/html/EbasMetadata.html |  58 ++-
 Examples/ebas_convert.py                      |   5 +-
 Examples/ebas_flatcsv.py                      |   2 +-
 Examples/ebas_genfile.py                      |  12 +-
 ...as_genfile_filter_absorbtion_photometer.py |  12 +-
 .../LEV1/ebas_genfile_smps_lev1.py            |  12 +-
 .../LEV2/ebas_genfile_smps_lev2b.py           |  12 +-
 Examples/ebas_read_example.py                 |   2 +-
 Examples/ebas_reformat.py                     |   2 +-
 README.md                                     |   2 +-
 ...0.13-py2.7.egg => ebas_io-3.1.1-py2.7.egg} | Bin 1595141 -> 2033998 bytes
 13 files changed, 464 insertions(+), 50 deletions(-)
 create mode 100644 Examples/Doc/Notebooks/.ipynb_checkpoints/EbasMetadata-checkpoint.ipynb
 rename dist/{ebas_io-3.0.13-py2.7.egg => ebas_io-3.1.1-py2.7.egg} (51%)

diff --git a/Examples/Doc/Notebooks/.ipynb_checkpoints/EbasMetadata-checkpoint.ipynb b/Examples/Doc/Notebooks/.ipynb_checkpoints/EbasMetadata-checkpoint.ipynb
new file mode 100644
index 0000000..f3920fb
--- /dev/null
+++ b/Examples/Doc/Notebooks/.ipynb_checkpoints/EbasMetadata-checkpoint.ipynb
@@ -0,0 +1,336 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Using the EbasMetadata object"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The EbasMetadata object defines the syntax of the ebas.io file objects. It is used internally by the io.file objects for creating the output files and parsing input files.\n",
+    "\n",
+    "The user migtht, when creating an output file use the object for retrieving information about how to set a specific attribute in the file object in order to create a specifig metadata element in the output file.\n",
+    "\n",
+    "Or vice versa, when reading an input file, know which attribute to access when the contents of a specific metadata element in the file is needed.\n",
+    "\n",
+    "Please find below some examples how to list this kind of information interactively."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## General setup: imports and instanciation"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This part is needed for all the examples below.\n",
+    "\n",
+    "Be aware to specify the datalevel if you want to see metadata that are only allowed for level 0. This is important if you want to write a script for level 0 data submissions. For some templates (e.g. mmps, nephelometer and filter_absorption_potometer), additional metadata are used which are only valid for data level 0."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "from ebas.io.ebasmetadata import EbasMetadata, EBAS_IOFORMAT_NASA_AMES\n",
+    "meta = EbasMetadata('EBAS_1.1', EBAS_IOFORMAT_NASA_AMES, data_level='0')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## List all possible metadata elements"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This code sequence lists all possible metadata elements in EBAS. Each line contains the tag (the tag used in the Nasa Ames files) and the key (the key used in the io object's metadata)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {
+    "collapsed": false,
+    "scrolled": false
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Data definition:                              datadef\n",
+      "Set type code:                                type\n",
+      "Timezone:                                     timezone\n",
+      "Timeref:                                      timeref\n",
+      "File name:                                    filename\n",
+      "File creation:                                creation_time\n",
+      "Startdate:                                    startdate\n",
+      "Dataset key:                                  setkey\n",
+      "Revision date:                                revdate\n",
+      "Version:                                      revision\n",
+      "Version description:                          revdesc\n",
+      "Statistics:                                   statistics\n",
+      "Data level:                                   datalevel\n",
+      "Period code:                                  period\n",
+      "Resolution code:                              resolution\n",
+      "Sample duration:                              duration\n",
+      "Orig. time res.:                              rescode_sample\n",
+      "Station code:                                 station_code\n",
+      "Platform code:                                platform_code\n",
+      "Station name:                                 station_name\n",
+      "Station WDCA-ID:                              station_wdca_id\n",
+      "Station GAW-ID:                               station_gaw_id\n",
+      "Station GAW-Name:                             station_gaw_name\n",
+      "Station AIRS-ID:                              station_airs_id\n",
+      "Station other IDs:                            station_other_ids\n",
+      "Station state/province:                       station_state_code\n",
+      "Station land use:                             station_landuse\n",
+      "Station setting:                              station_setting\n",
+      "Station GAW type:                             station_gaw_type\n",
+      "Station WMO region:                           station_wmo_region\n",
+      "Station latitude:                             station_latitude\n",
+      "Station longitude:                            station_longitude\n",
+      "Station altitude:                             station_altitude\n",
+      "Measurement latitude:                         mea_latitude\n",
+      "Measurement longitude:                        mea_longitude\n",
+      "Measurement altitude:                         mea_altitude\n",
+      "Measurement height:                           mea_height\n",
+      "Regime:                                       regime\n",
+      "Component:                                    comp_name\n",
+      "Unit:                                         unit\n",
+      "Matrix:                                       matrix\n",
+      "Laboratory code:                              lab_code\n",
+      "Instrument type:                              instr_type\n",
+      "Instrument name:                              instr_name\n",
+      "Instrument manufacturer:                      instr_manufacturer\n",
+      "Instrument model:                             instr_model\n",
+      "Instrument serial number:                     instr_serialno\n",
+      "Sensor type:                                  sensor_type\n",
+      "Analytical laboratory code:                   ana_lab_code\n",
+      "Analytical measurement technique:             ana_technique\n",
+      "Analytical instrument name:                   ana_instr_name\n",
+      "Analytical instrument manufacturer:           ana_instr_manufacturer\n",
+      "Analytical instrument model:                  ana_instr_model\n",
+      "Analytical instrument serial number:          ana_instr_serialno\n",
+      "Ext. lab. code:                               ext_lab\n",
+      "Method ref:                                   method\n",
+      "Standard method:                              std_method\n",
+      "Calibration scale:                            cal_scale\n",
+      "Calibration standard ID:                      cal_std_id\n",
+      "Secondary standard ID:                        sec_std_id\n",
+      "Inlet type:                                   inlet_type\n",
+      "Inlet description:                            inlet_desc\n",
+      "Inlet tube material:                          inlet_tube_material\n",
+      "Inlet tube outer diameter:                    inlet_tube_outerD\n",
+      "Inlet tube inner diameter:                    inlet_tube_innerD\n",
+      "Inlet tube length:                            inlet_tube_length\n",
+      "Time from entry inlet line to entry of converter: time_inlet_to_converter\n",
+      "Duration of stay in converter or bypass line: time_converter_or_bypass_line\n",
+      "Duration of stay in converter:                time_stay_converter\n",
+      "Converter temperature:                        converter_temp\n",
+      "Maintenance description:                      maintenance_desc\n",
+      "Flow rate:                                    flow_rate\n",
+      "Filter face velocity:                         filter_face_velocity\n",
+      "Exposed filter area:                          filter_area\n",
+      "Filter description:                           filter_descr\n",
+      "Medium:                                       medium\n",
+      "Coating/Solution:                             coating_solution\n",
+      "Filter prefiring:                             filter_prefiring\n",
+      "Filter conditioning:                          filter_conditioning\n",
+      "Filter type:                                  filter_type\n",
+      "Sample preparation:                           sample_prep\n",
+      "Blank correction:                             blank_corr\n",
+      "Artifact correction:                          artifact_corr\n",
+      "Artifact correction description:              artifact_corr_desc\n",
+      "Charring correction:                          charring_corr\n",
+      "Ozone correction:                             ozone_corr\n",
+      "Water vapor correction:                       watervapor_corr\n",
+      "Zero/span check type:                         zero_span_type\n",
+      "Zero/span check interval:                     zero_span_interval\n",
+      "Humidity/temperature control:                 hum_temp_ctrl\n",
+      "Humidity/temperature control description:     hum_temp_ctrl_desc\n",
+      "Volume std. temperature:                      vol_std_temp\n",
+      "Volume std. pressure:                         vol_std_pressure\n",
+      "Detection limit:                              detection_limit\n",
+      "Detection limit expl.:                        detection_limit_desc\n",
+      "Upper range limit:                            upper_range_limit\n",
+      "Measurement uncertainty:                      uncertainty\n",
+      "Measurement uncertainty expl.:                uncertainty_desc\n",
+      "Zero/negative values code:                    zero_negative\n",
+      "Zero/negative values:                         zero_negative_desc\n",
+      "Absorption cross section:                     abs_cross_section\n",
+      "Mass absorption cross section:                mass_abs_cross_section\n",
+      "Multi-scattering correction factor:           multi_scattering_corr_fact\n",
+      "Maximum attenuation:                          max_attenuation\n",
+      "Leakage factor zeta:                          leakage_factor_zeta\n",
+      "Compensation threshold attenuation 1:         comp_thresh_atten1\n",
+      "Compensation threshold attenuation 2:         comp_thresh_atten2\n",
+      "Compensation parameter k min:                 comp_param_kmin\n",
+      "Compensation parameter k max:                 comp_param_kmax\n",
+      "QA measure ID:                                qm_id\n",
+      "QA measure description:                       qm_desc\n",
+      "QA date:                                      qa_date\n",
+      "QA outcome:                                   qa_outcome\n",
+      "QA bias:                                      qa_bias\n",
+      "QA variability:                               qa_variability\n",
+      "QA document name:                             qa_doc_name\n",
+      "QA document date:                             qa_doc_date\n",
+      "QA document URL:                              qa_doc_url\n",
+      "Organization:                                 org\n",
+      "Frameworks:                                   projects\n",
+      "Originator:                                   originator\n",
+      "Submitter:                                    submitter\n",
+      "Acknowledgement:                              acknowledgements\n",
+      "Comment:                                      comment\n"
+     ]
+    }
+   ],
+   "source": [
+    "for elem in meta.metadata:\n",
+    "    if not 'renamed_tag' in elem:\n",
+    "        print \"{:45s} {}\".format(elem['tag']+\":\", elem['key'])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Finding the key to a tag"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "If you see a metadata element in the NASA Ames file and want to access it after reading the file using the ebas.io module, you need to find the element's *key* when knowing the *tag*:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {
+    "collapsed": false
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'instr_manufacturer'"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "meta.metadata_tags['Instrument manufacturer']['key']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {
+    "collapsed": false,
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'rescode_sample'"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "meta.metadata_tags['Orig. time res.']['key']"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Finding the tag to a key"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The other way around, you might want to find the *tag* to a known *key*:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {
+    "collapsed": false
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'Instrument manufacturer'"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "meta.metadata_keys['instr_manufacturer']['tag']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 2",
+   "language": "python",
+   "name": "python2"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.13"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
+}
diff --git a/Examples/Doc/Notebooks/EbasMetadata.ipynb b/Examples/Doc/Notebooks/EbasMetadata.ipynb
index 67fc937..f3920fb 100644
--- a/Examples/Doc/Notebooks/EbasMetadata.ipynb
+++ b/Examples/Doc/Notebooks/EbasMetadata.ipynb
@@ -31,19 +31,21 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "This part is needed for all the examples below."
+    "This part is needed for all the examples below.\n",
+    "\n",
+    "Be aware to specify the datalevel if you want to see metadata that are only allowed for level 0. This is important if you want to write a script for level 0 data submissions. For some templates (e.g. mmps, nephelometer and filter_absorption_potometer), additional metadata are used which are only valid for data level 0."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 3,
    "metadata": {
     "collapsed": true
    },
    "outputs": [],
    "source": [
     "from ebas.io.ebasmetadata import EbasMetadata, EBAS_IOFORMAT_NASA_AMES\n",
-    "meta = EbasMetadata('EBAS_1.1', EBAS_IOFORMAT_NASA_AMES)"
+    "meta = EbasMetadata('EBAS_1.1', EBAS_IOFORMAT_NASA_AMES, data_level='0')"
    ]
   },
   {
@@ -62,7 +64,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 4,
    "metadata": {
     "collapsed": false,
     "scrolled": false
@@ -113,14 +115,15 @@
       "Component:                                    comp_name\n",
       "Unit:                                         unit\n",
       "Matrix:                                       matrix\n",
-      "Instrument type:                              instr_type\n",
       "Laboratory code:                              lab_code\n",
+      "Instrument type:                              instr_type\n",
       "Instrument name:                              instr_name\n",
       "Instrument manufacturer:                      instr_manufacturer\n",
       "Instrument model:                             instr_model\n",
       "Instrument serial number:                     instr_serialno\n",
-      "Analytical measurement technique:             ana_technique\n",
+      "Sensor type:                                  sensor_type\n",
       "Analytical laboratory code:                   ana_lab_code\n",
+      "Analytical measurement technique:             ana_technique\n",
       "Analytical instrument name:                   ana_instr_name\n",
       "Analytical instrument manufacturer:           ana_instr_manufacturer\n",
       "Analytical instrument model:                  ana_instr_model\n",
@@ -137,20 +140,27 @@
       "Inlet tube outer diameter:                    inlet_tube_outerD\n",
       "Inlet tube inner diameter:                    inlet_tube_innerD\n",
       "Inlet tube length:                            inlet_tube_length\n",
+      "Time from entry inlet line to entry of converter: time_inlet_to_converter\n",
+      "Duration of stay in converter or bypass line: time_converter_or_bypass_line\n",
+      "Duration of stay in converter:                time_stay_converter\n",
+      "Converter temperature:                        converter_temp\n",
       "Maintenance description:                      maintenance_desc\n",
       "Flow rate:                                    flow_rate\n",
       "Filter face velocity:                         filter_face_velocity\n",
       "Exposed filter area:                          filter_area\n",
       "Filter description:                           filter_descr\n",
       "Medium:                                       medium\n",
+      "Coating/Solution:                             coating_solution\n",
       "Filter prefiring:                             filter_prefiring\n",
       "Filter conditioning:                          filter_conditioning\n",
-      "Coating/Solution:                             coating_solution\n",
+      "Filter type:                                  filter_type\n",
       "Sample preparation:                           sample_prep\n",
       "Blank correction:                             blank_corr\n",
       "Artifact correction:                          artifact_corr\n",
       "Artifact correction description:              artifact_corr_desc\n",
       "Charring correction:                          charring_corr\n",
+      "Ozone correction:                             ozone_corr\n",
+      "Water vapor correction:                       watervapor_corr\n",
       "Zero/span check type:                         zero_span_type\n",
       "Zero/span check interval:                     zero_span_interval\n",
       "Humidity/temperature control:                 hum_temp_ctrl\n",
@@ -159,16 +169,22 @@
       "Volume std. pressure:                         vol_std_pressure\n",
       "Detection limit:                              detection_limit\n",
       "Detection limit expl.:                        detection_limit_desc\n",
+      "Upper range limit:                            upper_range_limit\n",
       "Measurement uncertainty:                      uncertainty\n",
       "Measurement uncertainty expl.:                uncertainty_desc\n",
       "Zero/negative values code:                    zero_negative\n",
       "Zero/negative values:                         zero_negative_desc\n",
       "Absorption cross section:                     abs_cross_section\n",
+      "Mass absorption cross section:                mass_abs_cross_section\n",
+      "Multi-scattering correction factor:           multi_scattering_corr_fact\n",
+      "Maximum attenuation:                          max_attenuation\n",
+      "Leakage factor zeta:                          leakage_factor_zeta\n",
+      "Compensation threshold attenuation 1:         comp_thresh_atten1\n",
+      "Compensation threshold attenuation 2:         comp_thresh_atten2\n",
+      "Compensation parameter k min:                 comp_param_kmin\n",
+      "Compensation parameter k max:                 comp_param_kmax\n",
       "QA measure ID:                                qm_id\n",
       "QA measure description:                       qm_desc\n",
-      "QA measure document name:                     qm_doc_name\n",
-      "QA measure document date:                     qm_doc_date\n",
-      "QA measure document URL:                      qm_doc_url\n",
       "QA date:                                      qa_date\n",
       "QA outcome:                                   qa_outcome\n",
       "QA bias:                                      qa_bias\n",
@@ -207,7 +223,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 5,
    "metadata": {
     "collapsed": false
    },
@@ -218,7 +234,7 @@
        "'instr_manufacturer'"
       ]
      },
-     "execution_count": 8,
+     "execution_count": 5,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -229,7 +245,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 6,
    "metadata": {
     "collapsed": false,
     "scrolled": true
@@ -241,7 +257,7 @@
        "'rescode_sample'"
       ]
      },
-     "execution_count": 9,
+     "execution_count": 6,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -266,7 +282,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 7,
    "metadata": {
     "collapsed": false
    },
@@ -277,7 +293,7 @@
        "'Instrument manufacturer'"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 7,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -285,6 +301,15 @@
    "source": [
     "meta.metadata_keys['instr_manufacturer']['tag']"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
@@ -303,7 +328,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython2",
-   "version": "2.7.11"
+   "version": "2.7.13"
   }
  },
  "nbformat": 4,
diff --git a/Examples/Doc/Notebooks/html/EbasMetadata.html b/Examples/Doc/Notebooks/html/EbasMetadata.html
index c9e55f1..d2dec3b 100644
--- a/Examples/Doc/Notebooks/html/EbasMetadata.html
+++ b/Examples/Doc/Notebooks/html/EbasMetadata.html
@@ -208,17 +208,18 @@ div#notebook {
 <div class="inner_cell">
 <div class="text_cell_render border-box-sizing rendered_html">
 <p>This part is needed for all the examples below.</p>
+<p>Be aware to specify the datalevel if you want to see metadata that are only allowed for level 0. This is important if you want to write a script for level 0 data submissions. For some templates (e.g. mmps, nephelometer and filter_absorption_potometer), additional metadata are used which are only valid for data level 0.</p>
 
 </div>
 </div>
 </div>
 <div class="cell border-box-sizing code_cell rendered">
 <div class="input">
-<div class="prompt input_prompt">In&nbsp;[1]:</div>
+<div class="prompt input_prompt">In&nbsp;[3]:</div>
 <div class="inner_cell">
     <div class="input_area">
 <div class=" highlight hl-ipython2"><pre><span></span><span class="kn">from</span> <span class="nn">ebas.io.ebasmetadata</span> <span class="kn">import</span> <span class="n">EbasMetadata</span><span class="p">,</span> <span class="n">EBAS_IOFORMAT_NASA_AMES</span>
-<span class="n">meta</span> <span class="o">=</span> <span class="n">EbasMetadata</span><span class="p">(</span><span class="s1">&#39;EBAS_1.1&#39;</span><span class="p">,</span> <span class="n">EBAS_IOFORMAT_NASA_AMES</span><span class="p">)</span>
+<span class="n">meta</span> <span class="o">=</span> <span class="n">EbasMetadata</span><span class="p">(</span><span class="s1">&#39;EBAS_1.1&#39;</span><span class="p">,</span> <span class="n">EBAS_IOFORMAT_NASA_AMES</span><span class="p">,</span> <span class="n">data_level</span><span class="o">=</span><span class="s1">&#39;0&#39;</span><span class="p">)</span>
 </pre></div>
 
 </div>
@@ -247,7 +248,7 @@ div#notebook {
 </div>
 <div class="cell border-box-sizing code_cell rendered">
 <div class="input">
-<div class="prompt input_prompt">In&nbsp;[2]:</div>
+<div class="prompt input_prompt">In&nbsp;[4]:</div>
 <div class="inner_cell">
     <div class="input_area">
 <div class=" highlight hl-ipython2"><pre><span></span><span class="k">for</span> <span class="n">elem</span> <span class="ow">in</span> <span class="n">meta</span><span class="o">.</span><span class="n">metadata</span><span class="p">:</span>
@@ -306,14 +307,15 @@ Regime:                                       regime
 Component:                                    comp_name
 Unit:                                         unit
 Matrix:                                       matrix
-Instrument type:                              instr_type
 Laboratory code:                              lab_code
+Instrument type:                              instr_type
 Instrument name:                              instr_name
 Instrument manufacturer:                      instr_manufacturer
 Instrument model:                             instr_model
 Instrument serial number:                     instr_serialno
-Analytical measurement technique:             ana_technique
+Sensor type:                                  sensor_type
 Analytical laboratory code:                   ana_lab_code
+Analytical measurement technique:             ana_technique
 Analytical instrument name:                   ana_instr_name
 Analytical instrument manufacturer:           ana_instr_manufacturer
 Analytical instrument model:                  ana_instr_model
@@ -330,20 +332,27 @@ Inlet tube material:                          inlet_tube_material
 Inlet tube outer diameter:                    inlet_tube_outerD
 Inlet tube inner diameter:                    inlet_tube_innerD
 Inlet tube length:                            inlet_tube_length
+Time from entry inlet line to entry of converter: time_inlet_to_converter
+Duration of stay in converter or bypass line: time_converter_or_bypass_line
+Duration of stay in converter:                time_stay_converter
+Converter temperature:                        converter_temp
 Maintenance description:                      maintenance_desc
 Flow rate:                                    flow_rate
 Filter face velocity:                         filter_face_velocity
 Exposed filter area:                          filter_area
 Filter description:                           filter_descr
 Medium:                                       medium
+Coating/Solution:                             coating_solution
 Filter prefiring:                             filter_prefiring
 Filter conditioning:                          filter_conditioning
-Coating/Solution:                             coating_solution
+Filter type:                                  filter_type
 Sample preparation:                           sample_prep
 Blank correction:                             blank_corr
 Artifact correction:                          artifact_corr
 Artifact correction description:              artifact_corr_desc
 Charring correction:                          charring_corr
+Ozone correction:                             ozone_corr
+Water vapor correction:                       watervapor_corr
 Zero/span check type:                         zero_span_type
 Zero/span check interval:                     zero_span_interval
 Humidity/temperature control:                 hum_temp_ctrl
@@ -352,16 +361,22 @@ Volume std. temperature:                      vol_std_temp
 Volume std. pressure:                         vol_std_pressure
 Detection limit:                              detection_limit
 Detection limit expl.:                        detection_limit_desc
+Upper range limit:                            upper_range_limit
 Measurement uncertainty:                      uncertainty
 Measurement uncertainty expl.:                uncertainty_desc
 Zero/negative values code:                    zero_negative
 Zero/negative values:                         zero_negative_desc
 Absorption cross section:                     abs_cross_section
+Mass absorption cross section:                mass_abs_cross_section
+Multi-scattering correction factor:           multi_scattering_corr_fact
+Maximum attenuation:                          max_attenuation
+Leakage factor zeta:                          leakage_factor_zeta
+Compensation threshold attenuation 1:         comp_thresh_atten1
+Compensation threshold attenuation 2:         comp_thresh_atten2
+Compensation parameter k min:                 comp_param_kmin
+Compensation parameter k max:                 comp_param_kmax
 QA measure ID:                                qm_id
 QA measure description:                       qm_desc
-QA measure document name:                     qm_doc_name
-QA measure document date:                     qm_doc_date
-QA measure document URL:                      qm_doc_url
 QA date:                                      qa_date
 QA outcome:                                   qa_outcome
 QA bias:                                      qa_bias
@@ -404,7 +419,7 @@ Comment:                                      comment
 </div>
 <div class="cell border-box-sizing code_cell rendered">
 <div class="input">
-<div class="prompt input_prompt">In&nbsp;[8]:</div>
+<div class="prompt input_prompt">In&nbsp;[5]:</div>
 <div class="inner_cell">
     <div class="input_area">
 <div class=" highlight hl-ipython2"><pre><span></span><span class="n">meta</span><span class="o">.</span><span class="n">metadata_tags</span><span class="p">[</span><span class="s1">&#39;Instrument manufacturer&#39;</span><span class="p">][</span><span class="s1">&#39;key&#39;</span><span class="p">]</span>
@@ -418,7 +433,7 @@ Comment:                                      comment
 <div class="output">
 
 
-<div class="output_area"><div class="prompt output_prompt">Out[8]:</div>
+<div class="output_area"><div class="prompt output_prompt">Out[5]:</div>
 
 
 <div class="output_text output_subarea output_execute_result">
@@ -433,7 +448,7 @@ Comment:                                      comment
 </div>
 <div class="cell border-box-sizing code_cell rendered">
 <div class="input">
-<div class="prompt input_prompt">In&nbsp;[9]:</div>
+<div class="prompt input_prompt">In&nbsp;[6]:</div>
 <div class="inner_cell">
     <div class="input_area">
 <div class=" highlight hl-ipython2"><pre><span></span><span class="n">meta</span><span class="o">.</span><span class="n">metadata_tags</span><span class="p">[</span><span class="s1">&#39;Orig. time res.&#39;</span><span class="p">][</span><span class="s1">&#39;key&#39;</span><span class="p">]</span>
@@ -447,7 +462,7 @@ Comment:                                      comment
 <div class="output">
 
 
-<div class="output_area"><div class="prompt output_prompt">Out[9]:</div>
+<div class="output_area"><div class="prompt output_prompt">Out[6]:</div>
 
 
 <div class="output_text output_subarea output_execute_result">
@@ -481,7 +496,7 @@ Comment:                                      comment
 </div>
 <div class="cell border-box-sizing code_cell rendered">
 <div class="input">
-<div class="prompt input_prompt">In&nbsp;[11]:</div>
+<div class="prompt input_prompt">In&nbsp;[7]:</div>
 <div class="inner_cell">
     <div class="input_area">
 <div class=" highlight hl-ipython2"><pre><span></span><span class="n">meta</span><span class="o">.</span><span class="n">metadata_keys</span><span class="p">[</span><span class="s1">&#39;instr_manufacturer&#39;</span><span class="p">][</span><span class="s1">&#39;tag&#39;</span><span class="p">]</span>
@@ -495,7 +510,7 @@ Comment:                                      comment
 <div class="output">
 
 
-<div class="output_area"><div class="prompt output_prompt">Out[11]:</div>
+<div class="output_area"><div class="prompt output_prompt">Out[7]:</div>
 
 
 <div class="output_text output_subarea output_execute_result">
@@ -507,6 +522,19 @@ Comment:                                      comment
 </div>
 </div>
 
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
+<div class="inner_cell">
+    <div class="input_area">
+<div class=" highlight hl-ipython2"><pre><span></span> 
+</pre></div>
+
+</div>
+</div>
+</div>
+
 </div>
     </div>
   </div>
diff --git a/Examples/ebas_convert.py b/Examples/ebas_convert.py
index 1e5d183..7aff52a 100755
--- a/Examples/ebas_convert.py
+++ b/Examples/ebas_convert.py
@@ -112,7 +112,7 @@ def add_private_args(parser, cmdline):  # pylint: disable=W0613
 
     parser_output_group = parser.add_argument_group('output options')
     parser_output_group.add_argument(
-        '--format', type=_parse_format_arg, default=EbasNasaAmes,
+        '--format', type=_parse_format_arg, default=EBAS_IOFORMAT_NASA_AMES,
         help='file format for output: (NasaAmes, CSV, XML, NetCDF, OPeNDAP), '
              '(default: NasaAmes)')
     parser_target_group = parser_output_group.add_mutually_exclusive_group()
@@ -201,6 +201,7 @@ def ebas_convert(cmdline):
 
     exitcode = 0 # number of failed files (max 255)
     indexdb = open_indexdb(args.fileindex, logger)
+    print args.format
     fileset = EbasIOResultSet(
         outformat=args.format, createfiles=args.createfiles,
         destdir=args.destdir, xmlwrap=args.xmlwrap, flags=args.flags,
@@ -258,4 +259,4 @@ EbasCommandline(
     custom_args=['CONFIG', 'LOGGING', 'TIME_CRIT'],
     private_args=add_private_args,
     help_description='%(prog)s example for converting a NasaAmes datafile to '
-    'different dataformats', version=__version__)
+    'different dataformats', version=__version__).run()
diff --git a/Examples/ebas_flatcsv.py b/Examples/ebas_flatcsv.py
index 25f45e0..76f06ec 100755
--- a/Examples/ebas_flatcsv.py
+++ b/Examples/ebas_flatcsv.py
@@ -157,4 +157,4 @@ EbasCommandline(
     custom_args=['CONFIG', 'LOGGING', 'TIME_CRIT'],
     private_args=add_private_args,
     help_description='%(prog)s example for reading a NasaAmes datafile.',
-    version=__version__)
+    version=__version__).run()
diff --git a/Examples/ebas_genfile.py b/Examples/ebas_genfile.py
index ecba6bb..da993f3 100755
--- a/Examples/ebas_genfile.py
+++ b/Examples/ebas_genfile.py
@@ -60,7 +60,9 @@ def set_fileglobal_metadata(nas):
             PS_ORG_ACR='NILU', PS_ORG_UNIT='Atmosphere and Climate Department',
             PS_ADDR_LINE1='Instituttveien 18', PS_ADDR_LINE2=None,
             PS_ADDR_ZIP='2007', PS_ADDR_CITY='Kjeller',
-            PS_ADDR_COUNTRY='Norway'))
+            PS_ADDR_COUNTRY='Norway',
+            PS_ORCID=None,
+        ))
     nas.metadata.originator.append(
         DataObject(
             PS_LAST_NAME=u'Tørseth', PS_FIRST_NAME='Kjetil', PS_EMAIL='kt@nilu.no',
@@ -68,7 +70,9 @@ def set_fileglobal_metadata(nas):
             PS_ORG_ACR='NILU', PS_ORG_UNIT='Atmosphere and Climate Department',
             PS_ADDR_LINE1='Instituttveien 18', PS_ADDR_LINE2=None,
             PS_ADDR_ZIP='2007', PS_ADDR_CITY='Kjeller',
-            PS_ADDR_COUNTRY='Norway'))
+            PS_ADDR_COUNTRY='Norway',
+            PS_ORCID=None,
+        ))
 
     # Data Submitters (contact for data technical issues)
     nas.metadata.submitter = []
@@ -79,7 +83,9 @@ def set_fileglobal_metadata(nas):
             PS_ORG_ACR='NILU', PS_ORG_UNIT='Atmosphere and Climate Department',
             PS_ADDR_LINE1='Instituttveien 18', PS_ADDR_LINE2=None,
             PS_ADDR_ZIP='2007', PS_ADDR_CITY='Kjeller',
-            PS_ADDR_COUNTRY='Norway'))
+            PS_ADDR_COUNTRY='Norway',
+            PS_ORCID=None,
+        ))
 
     # Station metadata
     nas.metadata.station_code = 'NO0042G'
diff --git a/Examples/ebas_genfile_templates/ebas_genfile_filter_absorbtion_photometer.py b/Examples/ebas_genfile_templates/ebas_genfile_filter_absorbtion_photometer.py
index 4e9c12b..06d0be3 100755
--- a/Examples/ebas_genfile_templates/ebas_genfile_filter_absorbtion_photometer.py
+++ b/Examples/ebas_genfile_templates/ebas_genfile_filter_absorbtion_photometer.py
@@ -54,7 +54,9 @@ def set_fileglobal_metadata(nas):
             PS_ORG_ACR='NILU', PS_ORG_UNIT='Atmosphere and Climate Department',
             PS_ADDR_LINE1='Instituttveien 18', PS_ADDR_LINE2=None,
             PS_ADDR_ZIP='2007', PS_ADDR_CITY='Kjeller',
-            PS_ADDR_COUNTRY='Norway'))
+            PS_ADDR_COUNTRY='Norway',
+            PS_ORCID=None,
+        ))
     nas.metadata.originator.append(
         DataObject(
             PS_LAST_NAME=u'Someone', PS_FIRST_NAME='Else',
@@ -63,7 +65,9 @@ def set_fileglobal_metadata(nas):
             PS_ORG_ACR='WOW', PS_ORG_UNIT='Super interesting division',
             PS_ADDR_LINE1='Street 18', PS_ADDR_LINE2=None,
             PS_ADDR_ZIP='X-9999', PS_ADDR_CITY='Paradise',
-            PS_ADDR_COUNTRY='Noway'))
+            PS_ADDR_COUNTRY='Norway',
+            PS_ORCID=None,
+        ))
 
     # Data Submitters (contact for data technical issues)
     nas.metadata.submitter = []
@@ -75,7 +79,9 @@ def set_fileglobal_metadata(nas):
             PS_ORG_ACR='NILU', PS_ORG_UNIT='Atmosphere and Climate Department',
             PS_ADDR_LINE1='Instituttveien 18', PS_ADDR_LINE2=None,
             PS_ADDR_ZIP='2007', PS_ADDR_CITY='Kjeller',
-            PS_ADDR_COUNTRY='Norway'))
+            PS_ADDR_COUNTRY='Norway',
+            PS_ORCID=None,
+        ))
 
     # Station metadata
     nas.metadata.station_code = 'NO0001R'
diff --git a/Examples/ebas_genfile_templates/ebas_genfile_smps/LEV1/ebas_genfile_smps_lev1.py b/Examples/ebas_genfile_templates/ebas_genfile_smps/LEV1/ebas_genfile_smps_lev1.py
index f1e2f79..274ebb7 100755
--- a/Examples/ebas_genfile_templates/ebas_genfile_smps/LEV1/ebas_genfile_smps_lev1.py
+++ b/Examples/ebas_genfile_templates/ebas_genfile_smps/LEV1/ebas_genfile_smps_lev1.py
@@ -149,7 +149,9 @@ def set_fileglobal_metadata(nas):
             PS_ORG_ACR='DEM', PS_ORG_UNIT='ERL',
             PS_ADDR_LINE1='Ag.Paraskevi', PS_ADDR_LINE2=None,
             PS_ADDR_ZIP='15310', PS_ADDR_CITY='Athens',
-            PS_ADDR_COUNTRY='Greece'))        
+            PS_ADDR_COUNTRY='Greece',
+            PS_ORCID=None,
+        ))
     nas.metadata.originator.append(
         DataObject(
             PS_LAST_NAME=u'Vratolis', PS_FIRST_NAME='Stergios', PS_EMAIL='vratolis@ipta.demokritos.gr',
@@ -157,7 +159,9 @@ def set_fileglobal_metadata(nas):
             PS_ORG_ACR='DEM', PS_ORG_UNIT='ERL',
             PS_ADDR_LINE1='Ag.Paraskevi', PS_ADDR_LINE2=None,
             PS_ADDR_ZIP='15310', PS_ADDR_CITY='Athens',
-            PS_ADDR_COUNTRY='Greece'))
+            PS_ADDR_COUNTRY='Greece',
+            PS_ORCID=None,
+        ))
 
     # Data Submitters (contact for data technical issues)
     nas.metadata.submitter = []
@@ -168,7 +172,9 @@ def set_fileglobal_metadata(nas):
             PS_ORG_ACR='DEM', PS_ORG_UNIT='ERL',
             PS_ADDR_LINE1='Ag.Paraskevi', PS_ADDR_LINE2=None,
             PS_ADDR_ZIP='15310', PS_ADDR_CITY='Athens',
-            PS_ADDR_COUNTRY='Greece'))
+            PS_ADDR_COUNTRY='Greece',
+            PS_ORCID=None,
+        ))
 
        
     #nas.metadata.qm_id=''
diff --git a/Examples/ebas_genfile_templates/ebas_genfile_smps/LEV2/ebas_genfile_smps_lev2b.py b/Examples/ebas_genfile_templates/ebas_genfile_smps/LEV2/ebas_genfile_smps_lev2b.py
index e46759a..6b30289 100755
--- a/Examples/ebas_genfile_templates/ebas_genfile_smps/LEV2/ebas_genfile_smps_lev2b.py
+++ b/Examples/ebas_genfile_templates/ebas_genfile_smps/LEV2/ebas_genfile_smps_lev2b.py
@@ -148,7 +148,9 @@ def set_fileglobal_metadata(nas):
             PS_ORG_ACR='DEM', PS_ORG_UNIT='ERL',
             PS_ADDR_LINE1='Ag.Paraskevi', PS_ADDR_LINE2=None,
             PS_ADDR_ZIP='15310', PS_ADDR_CITY='Athens',
-            PS_ADDR_COUNTRY='Greece'))        
+            PS_ADDR_COUNTRY='Greece',
+            PS_ORCID=None,
+        ))
     nas.metadata.originator.append(
         DataObject(
             PS_LAST_NAME=u'Vratolis', PS_FIRST_NAME='Stergios', PS_EMAIL='vratolis@ipta.demokritos.gr',
@@ -156,7 +158,9 @@ def set_fileglobal_metadata(nas):
             PS_ORG_ACR='DEM', PS_ORG_UNIT='ERL',
             PS_ADDR_LINE1='Ag.Paraskevi', PS_ADDR_LINE2=None,
             PS_ADDR_ZIP='15310', PS_ADDR_CITY='Athens',
-            PS_ADDR_COUNTRY='Greece'))
+            PS_ADDR_COUNTRY='Greece',
+            PS_ORCID=None,
+        ))
 
     # Data Submitters (contact for data technical issues)
     nas.metadata.submitter = []
@@ -167,7 +171,9 @@ def set_fileglobal_metadata(nas):
             PS_ORG_ACR='DEM', PS_ORG_UNIT='ERL',
             PS_ADDR_LINE1='Ag.Paraskevi', PS_ADDR_LINE2=None,
             PS_ADDR_ZIP='15310', PS_ADDR_CITY='Athens',
-            PS_ADDR_COUNTRY='Greece'))
+            PS_ADDR_COUNTRY='Greece',
+            PS_ORCID=None,
+        ))
 
        
     #nas.metadata.qm_id=''
diff --git a/Examples/ebas_read_example.py b/Examples/ebas_read_example.py
index bc5f65b..80e50b9 100755
--- a/Examples/ebas_read_example.py
+++ b/Examples/ebas_read_example.py
@@ -138,4 +138,4 @@ EbasCommandline(
     custom_args=['CONFIG', 'LOGGING', 'TIME_CRIT'],
     private_args=add_private_args,
     help_description='%(prog)s example for reading a NasaAmes datafile.',
-    version=__version__)
+    version=__version__).run()
diff --git a/Examples/ebas_reformat.py b/Examples/ebas_reformat.py
index 408c063..d7379bd 100755
--- a/Examples/ebas_reformat.py
+++ b/Examples/ebas_reformat.py
@@ -81,4 +81,4 @@ EbasCommandline(
     custom_args=['CONFIG', 'LOGGING', 'TIME_CRIT'],
     private_args=add_private_args,
     help_description='%(prog)s example for reformatting a NasaAmes datafile.',
-    version=__version__)
+    version=__version__).run()
diff --git a/README.md b/README.md
index 661fb32..460fc0a 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
 # EBAS IO
 ebas-io is a python package for reading/writing NASA-Ames 1001 files with EBAS extensions (EBAS NASA-Ames).
 
-> For more information, please vistsi the [Wiki pages](../../wikis/home).
+> For more information, please vistsi the [Wiki pages](../../../wikis/home).
diff --git a/dist/ebas_io-3.0.13-py2.7.egg b/dist/ebas_io-3.1.1-py2.7.egg
similarity index 51%
rename from dist/ebas_io-3.0.13-py2.7.egg
rename to dist/ebas_io-3.1.1-py2.7.egg
index 51fadeae035a3a1092363df918f0ac32bd35dcb6..625f2f680cf4b3279c3f0d5f8bdefc8514ccc702 100644
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