Repository: pvlib/pvlib-python
Pull request #819 (2019-11-13 19:12:18)

fix handful of documentation warnings
 - [x] I am familiar with the [contributing guidelines](http://pvlib-python.readthedocs.io/en/latest/contributing.html).
 - [x] Fully tested. Added and/or modified tests to ensure correct behavior for all reasonable inputs. Tests (usually) must pass on the TravisCI and Appveyor testing services.
 - [x] Updates entries to `docs/sphinx/source/api.rst` for API changes.
~Adds description and name entries in the appropriate `docs/sphinx/source/whatsnew` file for all changes.~
 - [x] Code quality and style is sufficient. Passes LGTM and SticklerCI checks.
 - [x] New code is fully documented. Includes sphinx/numpydoc compliant docstrings and comments in the code where necessary.
 - [x] Pull request is nearly complete and ready for detailed review.

documentation emitted a bunch of warnings:

<details>

```
reading sources... [ 96%] introexamples

>>>-------------------------------------------------------------------------
Warning in /Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/introexamples.rst at block ending on line 182
Specify :okwarning: as an option in the ipython:: block to suppress this message
----------------------------------------------------------------------------
/Users/holmgren/git_repos/pvlib-python/pvlib/modelchain.py:934: pvlibDeprecationWarning: times keyword argument is deprecated and will be removed in 0.8. The index of the weather DataFrame is used for times.
  'is used for times.', pvlibDeprecationWarning)
<<<-------------------------------------------------------------------------
reading sources... [ 97%] modelchain

>>>-------------------------------------------------------------------------
Warning in /Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/modelchain.rst at block ending on line 85
Specify :okwarning: as an option in the ipython:: block to suppress this message
----------------------------------------------------------------------------
/Users/holmgren/git_repos/pvlib-python/pvlib/modelchain.py:934: pvlibDeprecationWarning: times keyword argument is deprecated and will be removed in 0.8. The index of the weather DataFrame is used for times.
  'is used for times.', pvlibDeprecationWarning)
<<<-------------------------------------------------------------------------


>>>-------------------------------------------------------------------------
Warning in /Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/modelchain.rst at block ending on line 162
Specify :okwarning: as an option in the ipython:: block to suppress this message
----------------------------------------------------------------------------
/Users/holmgren/git_repos/pvlib-python/pvlib/modelchain.py:934: pvlibDeprecationWarning: times keyword argument is deprecated and will be removed in 0.8. The index of the weather DataFrame is used for times.
  'is used for times.', pvlibDeprecationWarning)
<<<-------------------------------------------------------------------------


>>>-------------------------------------------------------------------------
Warning in /Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/modelchain.rst at block ending on line 185
Specify :okwarning: as an option in the ipython:: block to suppress this message
----------------------------------------------------------------------------
/Users/holmgren/git_repos/pvlib-python/pvlib/modelchain.py:934: pvlibDeprecationWarning: times keyword argument is deprecated and will be removed in 0.8. The index of the weather DataFrame is used for times.
  'is used for times.', pvlibDeprecationWarning)
<<<-------------------------------------------------------------------------


>>>-------------------------------------------------------------------------
Warning in /Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/modelchain.rst at block ending on line 203
Specify :okwarning: as an option in the ipython:: block to suppress this message
----------------------------------------------------------------------------
/Users/holmgren/git_repos/pvlib-python/pvlib/modelchain.py:934: pvlibDeprecationWarning: times keyword argument is deprecated and will be removed in 0.8. The index of the weather DataFrame is used for times.
  'is used for times.', pvlibDeprecationWarning)
<<<-------------------------------------------------------------------------


>>>-------------------------------------------------------------------------
Warning in /Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/modelchain.rst at block ending on line 465
Specify :okwarning: as an option in the ipython:: block to suppress this message
----------------------------------------------------------------------------
/Users/holmgren/git_repos/pvlib-python/pvlib/modelchain.py:934: pvlibDeprecationWarning: times keyword argument is deprecated and will be removed in 0.8. The index of the weather DataFrame is used for times.
  'is used for times.', pvlibDeprecationWarning)
<<<-------------------------------------------------------------------------
reading sources... [ 99%] timetimezones

>>>-------------------------------------------------------------------------
Warning in /Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/timetimezones.rst at block ending on line 347
Specify :okwarning: as an option in the ipython:: block to suppress this message
----------------------------------------------------------------------------
/Users/holmgren/miniconda3/envs/pvlibdocs/bin/sphinx-build:1: FutureWarning: Creating a DatetimeIndex by passing range endpoints is deprecated.  Use `pandas.date_range` instead.
  #!/Users/holmgren/miniconda3/envs/pvlibdocs/bin/python
<<<-------------------------------------------------------------------------
reading sources... [100%] whatsnew
WARNING: failed to import tmy.readtmy2
WARNING: failed to import tmy.readtmy3
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst.rst:391: WARNING: autosummary: stub file not found 'tmy.readtmy2'. Check your autosummary_generate setting.
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst.rst:391: WARNING: autosummary: stub file not found 'tmy.readtmy3'. Check your autosummary_generate setting.
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:60:<autosummary>:1: WARNING: Unknown target name: "1".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:110:<autosummary>:1: WARNING: Unknown target name: "1".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:263:<autosummary>:1: WARNING: Unknown target name: "1".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:299:<autosummary>:1: WARNING: Unknown target name: "1".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:299:<autosummary>:1: WARNING: Unknown target name: "1".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:299:<autosummary>:1: WARNING: Unknown target name: "1".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:299:<autosummary>:1: WARNING: Unknown target name: "1".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:371:<autosummary>:1: WARNING: Unknown target name: "1".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:371:<autosummary>:1: WARNING: Unknown target name: "1".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:371:<autosummary>:1: WARNING: Unknown target name: "2".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:371:<autosummary>:1: WARNING: Unknown target name: "1".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:371:<autosummary>:1: WARNING: Unknown target name: "2".
/Users/holmgren/git_repos/pvlib-python/pvlib/atmosphere.py:docstring of pvlib.atmosphere.gueymard94_pw:43: WARNING: Footnote [1] is not referenced.
/Users/holmgren/git_repos/pvlib-python/pvlib/bifacial.py:docstring of pvlib.bifacial.pvfactors_timeseries:64: WARNING: Footnote [1] is not referenced.
/Users/holmgren/git_repos/pvlib-python/pvlib/iam.py:docstring of pvlib.iam.interp:15: WARNING: Inline literal start-string without end-string.
/Users/holmgren/git_repos/pvlib-python/pvlib/iotools/midc.py:docstring of pvlib.iotools.read_midc:27: WARNING: Definition list ends without a blank line; unexpected unindent.
/Users/holmgren/git_repos/pvlib-python/pvlib/irradiance.py:docstring of pvlib.irradiance.clearness_index:25: WARNING: Footnote [1] is not referenced.
/Users/holmgren/git_repos/pvlib-python/pvlib/irradiance.py:docstring of pvlib.irradiance.clearness_index_zenith_independent:17: WARNING: Footnote [1] is not referenced.
/Users/holmgren/git_repos/pvlib-python/pvlib/irradiance.py:docstring of pvlib.irradiance.gti_dirint:69: WARNING: Footnote [1] is not referenced.
source/whatsnew/v0.7.0.rst:66: WARNING: Unexpected indentation.
source/whatsnew/v0.7.0.rst:75: WARNING: Bullet list ends without a blank line; unexpected unindent.
source/whatsnew/v0.7.0.rst:76: WARNING: Block quote ends without a blank line; unexpected unindent.
source/whatsnew/v0.7.0.rst:83: WARNING: Bullet list ends without a blank line; unexpected unindent.
```

</details>

now emits:

<details>

```
reading sources... [100%] whatsnew
WARNING: failed to import tmy.readtmy2
WARNING: failed to import tmy.readtmy3
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst.rst:391: WARNING: autosummary: stub file not found 'tmy.readtmy2'. Check your autosummary_generate setting.
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst.rst:391: WARNING: autosummary: stub file not found 'tmy.readtmy3'. Check your autosummary_generate setting.
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:60:<autosummary>:1: WARNING: Unknown target name: "1".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:110:<autosummary>:1: WARNING: Unknown target name: "1".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:187:<autosummary>:1: WARNING: Unknown target name: "1".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:198:<autosummary>:1: WARNING: Unknown target name: "1".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:263:<autosummary>:1: WARNING: Unknown target name: "1".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:299:<autosummary>:1: WARNING: Unknown target name: "1".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:299:<autosummary>:1: WARNING: Unknown target name: "1".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:299:<autosummary>:1: WARNING: Unknown target name: "1".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:299:<autosummary>:1: WARNING: Unknown target name: "1".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:371:<autosummary>:1: WARNING: Unknown target name: "1".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:371:<autosummary>:1: WARNING: Unknown target name: "1".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:371:<autosummary>:1: WARNING: Unknown target name: "2".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:371:<autosummary>:1: WARNING: Unknown target name: "1".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:371:<autosummary>:1: WARNING: Unknown target name: "2".
/Users/holmgren/git_repos/pvlib-python/docs/sphinx/source/api.rst:568:<autosummary>:1: WARNING: Unknown target name: "1".
/Users/holmgren/git_repos/pvlib-python/pvlib/atmosphere.py:docstring of pvlib.atmosphere.gueymard94_pw:43: WARNING: Footnote [1] is not referenced.
```

</details>


Better, not perfect. I think it's safe to ignore the warnings about the deprecated `pvlib.tmy` module. I don't know what to do about the warnings like `api.rst:60:<autosummary>:1: WARNING: Unknown target name: "1".` Finally, the `gueymard94_pw:43: WARNING: Footnote [1] is not referenced.` warning has me wondering if that reference is actually needed.


Patch:
diff --git a/README.md b/README.md
index 6ce2d64..a8fd264 100644
--- a/README.md
+++ b/README.md
@@ -1,13 +1,86 @@
 <img src="docs/sphinx/source/_images/pvlib_logo_horiz.png" width="600">
 
-[![TravisCI](https://travis-ci.org/pvlib/pvlib-python.svg?branch=master)](https://travis-ci.org/pvlib/pvlib-python)
-[![Coverage Status](https://img.shields.io/coveralls/pvlib/pvlib-python.svg)](https://coveralls.io/r/pvlib/pvlib-python)
-[![codecov](https://codecov.io/gh/pvlib/pvlib-python/branch/master/graph/badge.svg)](https://codecov.io/gh/pvlib/pvlib-python)
-[![Documentation Status](https://readthedocs.org/projects/pvlib-python/badge/?version=stable)](http://pvlib-python.readthedocs.org/en/stable/)
-[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.2554311.svg)](https://doi.org/10.5281/zenodo.2554311)
-[![status](http://joss.theoj.org/papers/41187535cad22dd4b076c89b72f874b1/status.svg)](http://joss.theoj.org/papers/41187535cad22dd4b076c89b72f874b1)
-[![Code Quality: Python](https://img.shields.io/lgtm/grade/python/g/pvlib/pvlib-python.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/pvlib/pvlib-python/context:python)
-[![Total Alerts](https://img.shields.io/lgtm/alerts/g/pvlib/pvlib-python.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/pvlib/pvlib-python/alerts)
+<table>
+<tr>
+  <td>Latest Release</td>
+  <td>
+    <a href="https://pypi.org/project/pvlib/">
+    <img src="https://img.shields.io/pypi/v/pvlib.svg" alt="latest release" />
+    </a>
+    <a href="https://anaconda.org/conda-forge/pvlib-python">
+    <img src="https://anaconda.org/conda-forge/pvlib-python/badges/version.svg" />
+    </a>
+    <a href="https://anaconda.org/conda-forge/pvlib-python">
+    <img src="https://anaconda.org/conda-forge/pvlib-python/badges/latest_release_date.svg" />
+    </a>
+</tr>
+<tr>
+  <td>License</td>
+  <td>
+    <a href="https://github.com/pvlib/pvlib-python/blob/master/LICENSE">
+    <img src="https://img.shields.io/pypi/l/pvlib.svg" alt="license" />
+    </a>
+</td>
+</tr>
+<tr>
+  <td>Build Status</td>
+  <td>
+    <a href="https://travis-ci.org/pvlib/pvlib-python">
+    <img src="https://travis-ci.org/pvlib/pvlib-python.svg?branch=master" alt="travis build status" />
+    </a>
+    <a href="http://pvlib-python.readthedocs.org/en/stable/">
+    <img src="https://readthedocs.org/projects/pvlib-python/badge/?version=stable" alt="documentation build status" />
+    </a>
+    <a href="https://dev.azure.com/solararbiter/pvlib%20python/_build/latest?definitionId=4&branchName=master">
+      <img src="https://dev.azure.com/solararbiter/pvlib%20python/_apis/build/status/pvlib.pvlib-python?branchName=master" alt="Azure Pipelines build status" />
+    </a>
+  </td>
+</tr>
+<tr>
+  <td>Code Quality</td>
+  <td>
+    <a href="https://lgtm.com/projects/g/pvlib/pvlib-python/context:python">
+    <img src="https://img.shields.io/lgtm/grade/python/g/pvlib/pvlib-python.svg?logo=lgtm&logoWidth=18" alt="lgtm quality grade" />
+    </a>
+    <a href="https://lgtm.com/projects/g/pvlib/pvlib-python/alerts">
+    <img src="https://img.shields.io/lgtm/alerts/g/pvlib/pvlib-python.svg?logo=lgtm&logoWidth=18" alt="lgtm alters" />
+    </a>
+  </td>
+</tr>
+<tr>
+  <td>Coverage</td>
+  <td>
+    <a href="https://coveralls.io/r/pvlib/pvlib-python">
+    <img src="https://img.shields.io/coveralls/pvlib/pvlib-python.svg" alt="coveralls coverage" />
+    </a>
+    <a href="https://codecov.io/gh/pvlib/pvlib-python">
+    <img src="https://codecov.io/gh/pvlib/pvlib-python/branch/master/graph/badge.svg" alt="codecov coverage" />
+    </a>
+  </td>
+</tr>
+<tr>
+  <td>Publications</td>
+  <td>
+    <a href="https://doi.org/10.5281/zenodo.2554311">
+    <img src="https://zenodo.org/badge/DOI/10.5281/zenodo.2554311.svg" alt="zenodo reference" />
+    </a>
+    <a href="http://joss.theoj.org/papers/41187535cad22dd4b076c89b72f874b1">
+    <img src="http://joss.theoj.org/papers/41187535cad22dd4b076c89b72f874b1/status.svg" alt="JOSS reference" />
+    </a>
+  </td>
+</tr>
+<tr>
+  <td>Downloads</td>
+  <td>
+    <a href="https://pypi.org/project/pvlib/">
+    <img src="https://img.shields.io/pypi/dm/pvlib" alt="PyPI downloads" />
+    </a>
+    <a href="https://anaconda.org/conda-forge/pvlib-python">
+    <img src="https://anaconda.org/conda-forge/pvlib-python/badges/downloads.svg" alt="conda-forge downloads" />
+    </a>
+  </td>
+</tr>
+</table>
 
 
 pvlib python is a community supported tool that provides a set of
diff --git a/docs/sphinx/source/introexamples.rst b/docs/sphinx/source/introexamples.rst
index c574cc3..184346e 100644
--- a/docs/sphinx/source/introexamples.rst
+++ b/docs/sphinx/source/introexamples.rst
@@ -164,7 +164,7 @@ by examining the parameters defined for the module.
                         orientation_strategy='south_at_latitude_tilt')
         # model results (ac, dc) and intermediates (aoi, temps, etc.)
         # assigned as mc object attributes
-        mc.run_model(times=times, weather=weather)
+        mc.run_model(weather)
         annual_energy = mc.ac.sum()
         energies[name] = annual_energy
 
diff --git a/docs/sphinx/source/modelchain.rst b/docs/sphinx/source/modelchain.rst
index b0ef39b..d2e1f7b 100644
--- a/docs/sphinx/source/modelchain.rst
+++ b/docs/sphinx/source/modelchain.rst
@@ -81,7 +81,7 @@ Next, we run a model with some simple weather data.
                            columns=['ghi', 'dni', 'dhi', 'temp_air', 'wind_speed'],
                            index=[pd.Timestamp('20170401 1200', tz='US/Arizona')])
 
-    mc.run_model(times=weather.index, weather=weather);
+    mc.run_model(weather);
 
 ModelChain stores the modeling results on a series of attributes. A few
 examples are shown below.
@@ -157,7 +157,7 @@ model, AC model, AOI loss model, and spectral loss model.
 
 .. ipython:: python
 
-    mc.run_model(times=weather.index, weather=weather);
+    mc.run_model(weather);
     mc.ac
 
 Alternatively, we could have specified single diode or PVWatts related
@@ -180,7 +180,7 @@ information to determine which of those models to choose.
 
 .. ipython:: python
 
-    mc.run_model(times=weather.index, weather=weather);
+    mc.run_model(weather);
     mc.ac
 
 User-supplied keyword arguments override ModelChain’s inspection
@@ -198,7 +198,7 @@ functions for a PVSystem that contains SAPM-specific parameters.
 
 .. ipython:: python
 
-    mc.run_model(times=weather.index, weather=weather);
+    mc.run_model(weather);
     mc.ac
 
 Of course, these choices can also lead to failure when executing
@@ -461,5 +461,5 @@ The end result is that ModelChain.run_model works as expected!
 
 .. ipython:: python
 
-    mc.run_model(times=weather.index, weather=weather);
+    mc.run_model(weather);
     mc.dc
diff --git a/docs/sphinx/source/timetimezones.rst b/docs/sphinx/source/timetimezones.rst
index 1b46c3f..dc5f91f 100644
--- a/docs/sphinx/source/timetimezones.rst
+++ b/docs/sphinx/source/timetimezones.rst
@@ -328,7 +328,7 @@ below? The solar position calculator will assume UTC time.
 
 .. ipython:: python
 
-    index = pd.DatetimeIndex(start='1997-01-01 01:00', freq='1h', periods=24)
+    index = pd.date_range(start='1997-01-01 01:00', freq='1h', periods=24)
     index
 
     solar_position_notz = pvlib.solarposition.get_solarposition(index,
diff --git a/docs/sphinx/source/whatsnew/v0.7.0.rst b/docs/sphinx/source/whatsnew/v0.7.0.rst
index 8e32278..938566f 100644
--- a/docs/sphinx/source/whatsnew/v0.7.0.rst
+++ b/docs/sphinx/source/whatsnew/v0.7.0.rst
@@ -10,8 +10,16 @@ compatibility notes.
 **Python 2.7 support ended on June 1, 2019.** (:issue:`501`)
 **Minimum numpy version is now 1.10.4. Minimum pandas version is now 0.18.1.**
 
-API Changes
-~~~~~~~~~~~
+API Breaking Changes
+~~~~~~~~~~~~~~~~~~~~
+* The `effective_irradiance` argument for :py:func:`pvsystem.sapm` now requires
+  units of W/m^2. Previously, units for this input were suns. A RuntimeWarning
+  warning is raised if all `effective_irradiance < 2.0`.
+* The output of :py:func:`pvsystem.sapm_effective_irradiance` is now in units
+  of W/m2 rather than suns.
+
+API Changes with Deprecations
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 * Changes related to cell temperature models (:issue:`678`):
    * Changes to functions
       - Moved functions for cell temperature from `pvsystem.py` to `temperature.py`.
@@ -63,8 +71,8 @@ API Changes
       - If `PVSystem.temperature_model_parameters` is not specified, `ModelChain`
         defaults to old behavior, using the SAPM temperature model with parameter
         set `open_rack_glass_glass`. This behavior is deprecated, and will be
-         removed in v0.8. In v0.8 `PVSystem.temperature_model_parameters` will
-          be required for `ModelChain`.
+        removed in v0.8. In v0.8 `PVSystem.temperature_model_parameters` will
+        be required for `ModelChain`.
       - Implemented `pvsyst` as an option for `ModelChain.temperature_model`.
       - `modelchain.basic_chain` has a new required argument
         `temperature_model_parameters`.
@@ -72,7 +80,7 @@ API Changes
 * Changes related to IAM (AOI loss) functions (:issue:`680`):
    * Changes to functions
       - Moved functions from `pvsystem.py` to `iam.py`. `pvsystem` IAM
-       functions are deprecated and will be removed in v0.8.
+        functions are deprecated and will be removed in v0.8.
       - Functions are renamed to a consistent pattern:
          - `pvsystem.physicaliam` is `iam.physical`
          - `pvsystem.ashraeiam` is `iam.ashrae`
@@ -80,7 +88,13 @@ API Changes
    * Changes to `PVSystem` class
       - IAM models are provided by `PVSystem.get_iam` with kwarg `iam_model`.
       - Methods `PVSystem.ashraeiam`, `PVSystem.physicaliam` and
-       `PVSystem.sapm_aoi_loss` are deprecated and will be removed in v0.8.
+        `PVSystem.sapm_aoi_loss` are deprecated and will be removed in v0.8.
+
+* Changes related to spectral modifier (:issue:`782`):
+   * Changes to functions
+      - Added the argument `pw_min` and `pw_max`, default values 0.1 and 8 resp.,
+	to `atmosphere.first_solar_spectral_correction`. This function now returns NaN
+	if pw value higher than `pw_max`.
 
 * Calling :py:func:`pvlib.pvsystem.retrieve_sam` with no parameters will raise
   an exception instead of displaying a dialog.
@@ -95,6 +109,9 @@ API Changes
   argument for capability during the deprecation period.
 * Parameter `pvsystem.DC_MODEL_PARAMS` is renamed to `pvsystem._DC_MODEL_PARAMS`.
   Users should not rely on this dictionary's existence or structure.
+* :py:func:`pvlib.iotools.midc.read_midc` now passes additional keyword
+  arguments to `pandas.read_csv`
+* Add `timeout` argument to :py:func:`pvlib.iotools.midc.read_midc_raw_data_from_nrel`
 
 Enhancements
 ~~~~~~~~~~~~
@@ -127,6 +144,8 @@ Bug fixes
   longitude or latitude degree to an index number in a Linke turbidity lookup
   table. Also rename the function to `clearsky._degrees_to_index`.
   (:issue:`754`)
+* Fix reading raw MIDC CSV files from NREL where the number of header
+  columns does not match the number of data columns.
 
 Testing
 ~~~~~~~
@@ -146,6 +165,8 @@ Documentation
 * Edited docstring for `pvsystem.sapm` to remove DataFrame option for input
   `module`. The DataFrame option was never tested and would cause an error if
   used. (:issue:`785`)
+* Note warning about _TMY3.epw files retrieved from energyplus.net in docstring
+  of `epw.read_epw`
 
 Removal of prior version deprecations
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -172,3 +193,4 @@ Contributors
 * Miguel Sánchez de León Peque (:ghuser:`Peque`)
 * Tanguy Lunel (:ghuser:`tylunel`)
 * Veronica Guo (:ghuser:`veronicaguo`)
+* Tony Lorenzo (:ghuser:`alorenzo175`)
diff --git a/pvlib/atmosphere.py b/pvlib/atmosphere.py
index 6be7a33..aca7449 100644
--- a/pvlib/atmosphere.py
+++ b/pvlib/atmosphere.py
@@ -320,8 +320,9 @@ def gueymard94_pw(temp_air, relative_humidity):
     return pw
 
 
-def first_solar_spectral_correction(pw, airmass_absolute, module_type=None,
-                                    coefficients=None):
+def first_solar_spectral_correction(pw, airmass_absolute,
+                                    module_type=None, coefficients=None,
+                                    min_pw=0.1, max_pw=8):
     r"""
     Spectral mismatch modifier based on precipitable water and absolute
     (pressure corrected) airmass.
@@ -364,6 +365,14 @@ def first_solar_spectral_correction(pw, airmass_absolute, module_type=None,
     airmass_absolute : array-like
         absolute (pressure corrected) airmass.
 
+    min_pw : float, default 0.1
+        minimum atmospheric precipitable water (cm). A lower pw value will be
+        automatically set to this minimum value to avoid model divergence.
+
+    max_pw : float, default 8
+        maximum atmospheric precipitable water (cm). If a higher value is
+        encountered it will be set to np.nan to avoid model divergence.
+
     module_type : None or string, default None
         a string specifying a cell type. Can be lower or upper case
         letters. Admits values of 'cdte', 'monosi', 'xsi', 'multisi',
@@ -422,16 +431,18 @@ def first_solar_spectral_correction(pw, airmass_absolute, module_type=None,
     # *** Pwat ***
     # Replace Pwat Values below 0.1 cm with 0.1 cm to prevent model from
     # diverging"
-
-    if np.min(pw) < 0.1:
-        pw = np.maximum(pw, 0.1)
-        warn('Exceptionally low Pwat values replaced with 0.1 cm to prevent' +
-             ' model divergence')
+    pw = np.atleast_1d(pw)
+    pw = pw.astype('float64')
+    if np.min(pw) < min_pw:
+        pw = np.maximum(pw, min_pw)
+        warn('Exceptionally low pw values replaced with {0} cm to prevent '
+             'model divergence'.format(min_pw))
 
     # Warn user about Pwat data that is exceptionally high
-    if np.max(pw) > 8:
-        warn('Exceptionally high Pwat values. Check input data:' +
-             ' model may diverge in this range')
+    if np.max(pw) > max_pw:
+        pw[pw > max_pw] = np.nan
+        warn('Exceptionally high pw values replaced by np.nan: '
+             'check input data.')
 
     # *** AMa ***
     # Replace Extremely High AM with AM 10 to prevent model divergence
diff --git a/pvlib/bifacial.py b/pvlib/bifacial.py
index 85d6000..ae6f198 100644
--- a/pvlib/bifacial.py
+++ b/pvlib/bifacial.py
@@ -18,7 +18,7 @@ def pvfactors_timeseries(
     """
     Calculate front and back surface plane-of-array irradiance on
     a fixed tilt or single-axis tracker PV array configuration, and using
-    the open-source "pvfactors" package.
+    the open-source "pvfactors" package [1]_.
     Please refer to pvfactors online documentation for more details:
     https://sunpower.github.io/pvfactors/
 
diff --git a/pvlib/data/midc_raw_short_header_20191115.txt b/pvlib/data/midc_raw_short_header_20191115.txt
new file mode 100644
index 0000000..cb6972d
--- /dev/null
+++ b/pvlib/data/midc_raw_short_header_20191115.txt
@@ -0,0 +1,1441 @@
+,Year,DOY,CST,CR1000 Battery [VDC],Direct Normal [W/m^2],Direct (stdev) [W/m^2],CHP1 Temp [deg C],CHP1 Temp (stdev) [deg C],Global Horizontal [W/m^2],Global (stdev) [W/m^2],Diffuse Horizontal [W/m^2],Diffuse (stdev) [W/m^2],CR1000 Temp [deg C],Downwelling IR [W/m^2],IR (stdev) [W/m^2],Pyrgeometer Net [W/m^2],Net (stdev) [W/m^2],CGR3 Temp [deg C],CGR3 Temp (stdev) [deg C]
+0,2019,319,0,13.52,0,0,13.81,0.013,-1.04992,0.102,-0.710553,0,14.23,358.3,0.082,-8.33,0.088,10.41,0.011,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,1,13.5,0,0,13.82,0.013,-1.08379,0.135,-0.710553,0,14.23,358.3,0.084,-8.29,0,10.42,0.016,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2,13.52,0,0,13.83,0.013,-1.07250,0.126,-0.710553,0,14.23,358.4,0.124,-8.29,0,10.43,0.024,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,3,13.52,0,0,13.82,0.014,-1.15153,0.166,-0.710553,0,14.23,358.4,0.123,-8.29,0,10.43,0.024,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,4,13.02,0,0,13.83,0.013,-1.16282,0.168,-0.769765,0.132,14.23,358.3,0.041,-8.29,0,10.41,0.008,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,5,13.51,0,0,13.82,0.013,-1.17411,0.169,-0.793450,0.15,14.23,358.3,0.041,-8.29,0,10.41,0.008,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,6,13.51,0,0,13.83,0.013,-1.11766,0.155,-0.710553,0,14.23,358.3,0,-8.29,0,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,7,13.52,0,0,13.82,0.014,-1.12895,0.16,-0.710553,0,14.23,358.3,0,-8.29,0,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,8,13.53,0,0,13.82,0.014,-1.08379,0.135,-0.757923,0.121,14.23,358.5,0.11,-8.1,0.11,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,9,13.52,0,0,13.81,0.012,-1.06121,0.115,-0.734238,0.089,14.23,358.3,0,-8.29,0,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,10,13,0,0,13.81,0.012,-1.09508,0.143,-0.722395,0.064,14.23,358.3,0,-8.29,0,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,11,13.5,0,0,13.81,0.009,-1.09508,0.143,-0.710553,0,14.23,358.2,0.125,-8.39,0.125,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,12,13.53,0,0,13.81,0.005,-1.18540,0.169,-0.746080,0.107,14.23,358,0.047,-8.56,0.047,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,13,13.53,0,0,13.81,0.005,-1.12895,0.16,-0.746080,0.107,14.23,358,0,-8.55,0,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,14,13.49,0,0,13.81,0,-1.15153,0.166,-0.734238,0.089,14.22,358,0.078,-8.58,0.078,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,15,13.51,0,0,13.81,0,-1.20798,0.168,-0.769765,0.132,14.22,358.1,0.127,-8.45,0.127,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,16,13.01,0,0,13.81,0,-1.19669,0.169,-0.840821,0.171,14.22,358.1,0.115,-8.48,0.115,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,17,13.53,0,0,13.81,0,-1.18540,0.169,-0.852663,0.174,14.22,358,0,-8.55,0,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,18,13.51,0,0,13.81,0,-1.14024,0.163,-0.793450,0.15,14.21,357.9,0.129,-8.67,0.129,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,19,13.5,0,0,13.8,0.013,-1.17411,0.169,-0.911876,0.176,14.21,357.8,0,-8.81,0,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,20,13.53,0,0,13.78,0.018,-1.17411,0.169,-0.971089,0.157,14.21,357.7,0.078,-8.84,0.078,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,21,12.97,0,0,13.76,0.019,-1.16282,0.168,-0.959246,0.163,14.21,357.7,0.125,-8.91,0.125,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,22,13.13,0,0,13.75,0.007,-1.07250,0.126,-0.911876,0.176,14.21,357.7,0.089,-8.81,0,10.4,0.017,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,23,13.53,0,0,13.75,0,-1.14024,0.163,-0.828978,0.167,14.21,357.6,0.11,-8.82,0.047,10.37,0.022,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,24,13.53,0,0,13.75,0,-1.14024,0.163,-0.900033,0.177,14.19,357.4,0.052,-8.81,0,10.34,0.01,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,25,13.54,0,0,13.75,0.005,-1.15153,0.166,-0.900033,0.177,14.18,357.4,0.128,-8.84,0.078,10.34,0.016,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,26,13.51,0,0,13.73,0.018,-1.15153,0.166,-0.923719,0.174,14.18,357.2,0.157,-8.86,0.097,10.3,0.024,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,27,13.03,0,0,13.71,0.019,-1.10637,0.15,-0.840821,0.171,14.18,357.1,0.066,-8.81,0,10.29,0.013,-7999,-7999,-7999,-7999,0,-7999
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+0,2019,319,29,13.54,0,0,13.7,0.01,-1.10637,0.15,-0.722395,0.064,14.18,357.1,0.078,-8.79,0.078,10.28,0,-7999,-7999,-7999,-7999,0,-7999
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+0,2019,319,32,13.51,0,0,13.69,0,-1.15153,0.166,-0.805293,0.157,14.16,357.1,0,-8.81,0,10.28,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,33,13.03,0,0,13.69,0,-1.11766,0.155,-0.817136,0.163,14.16,357.1,0,-8.81,0,10.28,0,-7999,-7999,-7999,-7999,0,-7999
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+0,2019,319,36,13.54,0,0,13.68,0.002,-1.17411,0.169,-0.911876,0.176,14.16,357.2,0.124,-8.72,0.125,10.27,0.002,-7999,-7999,-7999,-7999,0,-7999
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+0,2019,319,45,13.52,0,0,13.67,0.009,-1.04992,0.102,-0.710553,0,14.13,357.6,0,-8.29,0,10.26,0,-7999,-7999,-7999,-7999,0,-7999
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+0,2019,319,2325,13.51,-0.383072,0,12.43,0.02,-1.98726,0.115,-1.55161,0.171,13.23,287.7,0.143,-78.84,0.14,10.41,0.002,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2326,13.56,-0.383073,0,12.44,0.012,-2.16792,0.188,-1.68190,0.157,13.23,287.8,0.157,-78.74,0.176,10.41,0.013,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2327,13.51,-0.383073,0,12.44,0.012,-2.11146,0.143,-1.68190,0.157,13.23,287.9,0.145,-78.77,0.135,10.43,0.025,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2328,13.57,-0.383074,0,12.45,0.017,-2.24696,0.163,-1.77666,0,13.23,287.9,0.155,-78.82,0.125,10.44,0.027,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2329,13.53,-0.383074,0,12.45,0.017,-2.25826,0.16,-1.76482,0.064,13.23,288,0.113,-78.8,0.065,10.44,0.021,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2330,13.04,-0.383074,0,12.44,0.01,-2.37117,0,-1.77666,0,13.23,287.8,0.074,-78.84,0.078,10.41,0.008,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2331,13.52,-0.383075,0,12.45,0.014,-2.37117,0,-1.77667,0,13.22,287.8,0.148,-78.81,0.116,10.42,0.019,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2332,13.53,-0.383075,0,12.45,0.014,-2.32601,0.115,-1.77667,0,13.21,287.9,0.179,-78.7,0.186,10.41,0.012,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2333,13.53,-0.383075,0,12.46,0.019,-2.11148,0.143,-1.71745,0.132,13.21,288,0.183,-78.8,0.047,10.45,0.037,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2334,13.53,-0.383076,0,12.47,0.018,-2.26956,0.155,-1.77667,0,13.21,288.2,0.163,-78.65,0.183,10.47,0.02,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2335,13.53,-0.383076,0,12.44,0.014,-2.37118,0,-1.77667,0,13.21,288.3,0.088,-78.34,0.097,10.41,0.027,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2336,13.53,-0.383076,0,12.43,0.019,-2.35989,0.061,-1.77667,0,13.21,288.3,0.103,-78.27,0.103,10.4,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2337,13.54,-0.383076,0,12.42,0.02,-2.31473,0.126,-1.77667,0,13.21,288.1,0.132,-78.43,0.129,10.39,0.001,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2338,13.53,-0.383076,0,12.41,0.014,-2.31473,0.126,-1.76483,0.064,13.21,288.4,0.163,-78.1,0.128,10.38,0.017,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2339,13.54,-0.383077,0,12.4,0.016,-2.05503,0.122,-1.53979,0.168,13.21,288.2,0.194,-78.35,0.194,10.39,0.001,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2340,13.56,-0.383077,0,12.4,0.014,-2.13407,0.155,-1.75299,0.089,13.21,288.5,0.209,-77.99,0.202,10.38,0.019,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2341,13.54,-0.383077,0,12.39,0.01,-2.35990,0.061,-1.77668,0,13.21,288.4,0.084,-77.75,0.078,10.33,0.008,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2342,13.53,-0.383077,0,12.33,0.027,-2.37119,0,-1.77668,0,13.21,288.2,0.171,-77.71,0.149,10.28,0.026,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2343,13.02,-0.383077,0,12.3,0.013,-2.37119,0,-1.77668,0,13.21,288.2,0.119,-77.59,0.119,10.26,0.008,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2344,13.56,-0.383077,0,12.26,0.015,-2.37119,0,-1.77668,0,13.2,288,0.116,-77.43,0.122,10.18,0.035,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2345,13.52,-0.383077,0,12.2,0.029,-2.37119,0,-1.77668,0,13.19,288,0.109,-77.18,0.119,10.13,0.008,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2346,13.51,-0.383077,0,12.14,0.019,-2.37119,0,-1.80037,0.089,13.19,287.9,0.121,-76.88,0.129,10.07,0.023,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2347,13.53,-0.383078,0,12.08,0.028,-2.37119,0,-1.78852,0.064,13.19,287.7,0.07,-76.76,0.065,10,0.006,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2348,13.54,-0.383078,0,12.02,0.019,-2.37119,0,-1.84775,0.142,13.17,287.6,0.16,-76.63,0.128,9.95,0.02,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2349,13.01,-0.383078,0,11.96,0.024,-2.37119,0,-1.93066,0.176,13.16,287.5,0.135,-76.35,0.13,9.88,0.018,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2350,13.55,-0.383078,0,11.9,0.022,-2.37119,0,-1.93066,0.176,13.16,287.5,0.149,-76.07,0.158,9.82,0.021,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2351,13.53,-0.383078,0,11.84,0.026,-2.37119,0,-1.89513,0.168,13.14,287.4,0.16,-75.84,0.129,9.75,0.023,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2352,13.53,-0.383078,0,11.79,0.028,-2.32603,0.115,-1.87144,0.157,13.14,287.4,0.237,-75.65,0.123,9.71,0.035,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2353,13.54,-0.383078,0,11.72,0.031,-2.32603,0.115,-1.77668,0,13.12,287.2,0.148,-75.34,0.172,9.61,0.013,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2354,13.55,-0.383078,0,11.65,0.019,-2.20182,0.169,-1.77668,0,13.11,287.1,0.151,-75.18,0,9.58,0.029,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2355,12.95,-0.383078,0,11.61,0.029,-2.20182,0.169,-1.77668,0,13.09,287.3,0.138,-74.72,0.104,9.53,0.026,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2356,13.56,-0.395847,0.069,11.56,0.019,-2.11149,0.168,-1.77668,0,13.09,287.1,0.064,-74.68,0.065,9.48,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2357,13.53,-0.651233,0.176,11.52,0.013,-2.02116,0.061,-1.77668,0,13.07,286.9,0.118,-74.67,0,9.43,0.023,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2358,13.54,-0.740618,0.096,11.51,0.005,-1.98729,0.115,-1.77668,0,13.05,286.9,0.092,-74.67,0,9.42,0.018,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2359,13.56,-0.740618,0.096,11.47,0.023,-2.10020,0.135,-1.77668,0,13.05,286.8,0.097,-74.67,0,9.41,0.019,-7999,-7999,-7999,-7999,0,-7999
diff --git a/pvlib/iam.py b/pvlib/iam.py
index c8d65de..6e40a6b 100644
--- a/pvlib/iam.py
+++ b/pvlib/iam.py
@@ -398,12 +398,12 @@ def interp(aoi, theta_ref, iam_ref, method='linear', normalize=True):
 
     method : str, default 'linear'
         Specifies the interpolation method.
-        Useful options are: 'linear', 'quadratic','cubic'.
+        Useful options are: 'linear', 'quadratic', 'cubic'.
         See scipy.interpolate.interp1d for more options.
 
     normalize : boolean, default True
         When true, the interpolated values are divided by the interpolated
-        value at zero degrees.  This ensures that ``iam``=1.0 at normal
+        value at zero degrees.  This ensures that ``iam=1.0`` at normal
         incidence.
 
     Returns
diff --git a/pvlib/iotools/epw.py b/pvlib/iotools/epw.py
index 4a714d0..3fe7e8a 100644
--- a/pvlib/iotools/epw.py
+++ b/pvlib/iotools/epw.py
@@ -67,9 +67,9 @@ def read_epw(filename, coerce_year=None):
     ===============   ======  =========================================
 
 
-    =============================       ==============================================================================================================================================================
+    =============================       ==================================================================================================================================================================================================================  # noqa: E501
     EPWData field                       description
-    =============================       ==============================================================================================================================================================
+    =============================       ==================================================================================================================================================================================================================
     index                               A pandas datetime index. NOTE, times are set to local standard time (daylight savings is not included). Days run from 0-23h to comply with PVLIB's convention
     year                                Year, from original EPW file. Can be overwritten using coerce function.
     month                               Month, from original EPW file
@@ -99,14 +99,14 @@ def read_epw(filename, coerce_year=None):
     ceiling_height                      Height of cloud base above local terrain (7777=unlimited), meter
     present_weather_observation         Indicator for remaining fields: If 0, then the observed weather codes are taken from the following field. If 9, then missing weather is assumed.
     present_weather_codes               Present weather code, see [1], chapter 2.9.1.28
-    precipitable_water                  Total precipitable water contained in a column of unit cross section from earth to top of atmosphere, cm
+    precipitable_water                  Total precipitable water contained in a column of unit cross section from earth to top of atmosphere, cm. Note that some old *_TMY3.epw files may have incorrect unit if it was retrieved from www.energyplus.net.
     aerosol_optical_depth               The broadband aerosol optical depth per unit of air mass due to extinction by aerosol component of atmosphere, unitless
     snow_depth                          Snow depth in centimeters on the day indicated, (999 = missing data)
     days_since_last_snowfall            Number of days since last snowfall (maximum value of 88, where 88 = 88 or greater days; 99 = missing data)
     albedo                              The ratio of reflected solar irradiance to global horizontal irradiance, unitless
     liquid_precipitation_depth          The amount of liquid precipitation observed at indicated time for the period indicated in the liquid precipitation quantity field, millimeter
     liquid_precipitation_quantity       The period of accumulation for the liquid precipitation depth field, hour
-    =============================       ==============================================================================================================================================================
+    =============================       ==================================================================================================================================================================================================================
 
     References
     ----------
diff --git a/pvlib/iotools/midc.py b/pvlib/iotools/midc.py
index 01ca711..fc475ce 100644
--- a/pvlib/iotools/midc.py
+++ b/pvlib/iotools/midc.py
@@ -1,5 +1,9 @@
 """Functions to read NREL MIDC data.
 """
+import io
+
+
+import requests
 import pandas as pd
 
 
@@ -148,14 +152,14 @@ def format_index_raw(data):
     return data
 
 
-def read_midc(filename, variable_map={}, raw_data=False):
+def read_midc(filename, variable_map={}, raw_data=False, **kwargs):
     """Read in National Renewable Energy Laboratory Measurement and
     Instrumentation Data Center [1]_ weather data.
 
     Parameters
     ----------
-    filename: string
-        Filename or url of data to read.
+    filename: string or file-like object
+        Filename, url, or file-like object of data to read.
     variable_map: dictionary
         Dictionary for mapping MIDC field names to pvlib names. Used to rename
         the columns of the resulting DataFrame. Does not map names by default.
@@ -163,6 +167,8 @@ def read_midc(filename, variable_map={}, raw_data=False):
     raw_data: boolean
         Set to true to use format_index_raw to correctly format the date/time
         columns of MIDC raw data files.
+    kwargs : dict
+       Additional keyword arguments to pass to `pandas.read_csv`
 
     Returns
     -------
@@ -178,9 +184,7 @@ def read_midc(filename, variable_map={}, raw_data=False):
              passing the dictionary below will rename the column to 'ghi' in
              the returned Dataframe.
 
-             {
-                 'Global Horizontal [W/m^2]': ghi,
-             }
+             {'Global Horizontal [W/m^2]': 'ghi'}
 
     See the MIDC_VARIABLE_MAP for collection of mappings by site.
     For a full list of pvlib variable names see the `Variable Style Rules
@@ -194,7 +198,7 @@ def read_midc(filename, variable_map={}, raw_data=False):
     .. [1] NREL: Measurement and Instrumentation Data Center
         `https://midcdmz.nrel.gov/ <https://midcdmz.nrel.gov/>`_
     """
-    data = pd.read_csv(filename)
+    data = pd.read_csv(filename, **kwargs)
     if raw_data:
         data = format_index_raw(data)
     else:
@@ -203,7 +207,8 @@ def read_midc(filename, variable_map={}, raw_data=False):
     return data
 
 
-def read_midc_raw_data_from_nrel(site, start, end, variable_map={}):
+def read_midc_raw_data_from_nrel(site, start, end, variable_map={},
+                                 timeout=30):
     """Request and read MIDC data directly from the raw data api.
 
     Parameters
@@ -218,12 +223,22 @@ def read_midc_raw_data_from_nrel(site, start, end, variable_map={}):
         A dictionary mapping MIDC field names to pvlib names. Used to
         rename columns of the resulting DataFrame. See Notes of
         :py:func:`pvlib.iotools.read_midc` for example.
+    timeout : float, default 30
+        Number of seconds to wait to connect/read from the API before
+        failing.
 
     Returns
     -------
     data:
         Dataframe with DatetimeIndex localized to the station location.
 
+    Raises
+    ------
+    requests.HTTPError
+       For any error in retrieving the CSV file from the MIDC API
+    requests.Timeout
+       If data is not received in within ``timeout`` seconds
+
     Notes
     -----
     Requests spanning an instrumentation change will yield an error. See the
@@ -236,4 +251,14 @@ def read_midc_raw_data_from_nrel(site, start, end, variable_map={}):
             'end': end.strftime('%Y%m%d')}
     endpoint = 'https://midcdmz.nrel.gov/apps/data_api.pl?'
     url = endpoint + '&'.join(['{}={}'.format(k, v) for k, v in args.items()])
-    return read_midc(url, variable_map=variable_map, raw_data=True)
+    # number of header columns and data columns do not always match,
+    # so first parse the header to determine the number of data columns
+    # to parse
+    csv_request = requests.get(url, timeout=timeout)
+    csv_request.raise_for_status()
+    raw_csv = io.StringIO(csv_request.text)
+    first_row = pd.read_csv(raw_csv, nrows=0)
+    col_length = len(first_row.columns)
+    raw_csv.seek(0)
+    return read_midc(raw_csv, variable_map=variable_map, raw_data=True,
+                     usecols=range(col_length))
diff --git a/pvlib/irradiance.py b/pvlib/irradiance.py
index 2749ca7..9c62a01 100644
--- a/pvlib/irradiance.py
+++ b/pvlib/irradiance.py
@@ -1176,7 +1176,7 @@ def clearness_index(ghi, solar_zenith, extra_radiation, min_cos_zenith=0.065,
     Calculate the clearness index.
 
     The clearness index is the ratio of global to extraterrestrial
-    irradiance on a horizontal plane.
+    irradiance on a horizontal plane [1]_.
 
     Parameters
     ----------
@@ -1226,7 +1226,7 @@ def clearness_index(ghi, solar_zenith, extra_radiation, min_cos_zenith=0.065,
 def clearness_index_zenith_independent(clearness_index, airmass,
                                        max_clearness_index=2.0):
     """
-    Calculate the zenith angle independent clearness index.
+    Calculate the zenith angle independent clearness index [1]_.
 
     Parameters
     ----------
@@ -1764,7 +1764,8 @@ def gti_dirint(poa_global, aoi, solar_zenith, solar_azimuth, times,
                model='perez', model_perez='allsitescomposite1990',
                calculate_gt_90=True, max_iterations=30):
     """
-    Determine GHI, DNI, DHI from POA global using the GTI DIRINT model.
+    Determine GHI, DNI, DHI from POA global using the GTI DIRINT model
+    [1]_.
 
     .. warning::
 
diff --git a/pvlib/modelchain.py b/pvlib/modelchain.py
index 46bf080..1ab916c 100644
--- a/pvlib/modelchain.py
+++ b/pvlib/modelchain.py
@@ -440,7 +440,7 @@ class ModelChain(object):
                              'set the model with the dc_model kwarg.')
 
     def sapm(self):
-        self.dc = self.system.sapm(self.effective_irradiance/1000.,
+        self.dc = self.system.sapm(self.effective_irradiance,
                                    self.cell_temperature)
 
         self.dc = self.system.scale_voltage_current_power(self.dc)
diff --git a/pvlib/pvsystem.py b/pvlib/pvsystem.py
index 550bea0..93491a5 100644
--- a/pvlib/pvsystem.py
+++ b/pvlib/pvsystem.py
@@ -563,28 +563,25 @@ class PVSystem(object):
         Parameters
         ----------
         poa_direct : numeric
-            The direct irradiance incident upon the module.
+            The direct irradiance incident upon the module.  [W/m2]
 
         poa_diffuse : numeric
-            The diffuse irradiance incident on module.
+            The diffuse irradiance incident on module.  [W/m2]
 
         airmass_absolute : numeric
-            Absolute airmass.
+            Absolute airmass. [unitless]
 
         aoi : numeric
-            Angle of incidence in degrees.
-
-        reference_irradiance : numeric, default 1000
-            Reference irradiance by which to divide the input irradiance.
+            Angle of incidence. [degrees]
 
         Returns
         -------
         effective_irradiance : numeric
-            The SAPM effective irradiance.
+            The SAPM effective irradiance. [W/m2]
         """
         return sapm_effective_irradiance(
             poa_direct, poa_diffuse, airmass_absolute, aoi,
-            self.module_parameters, reference_irradiance=reference_irradiance)
+            self.module_parameters)
 
     def pvsyst_celltemp(self, poa_global, temp_air, wind_speed=1.0):
         """Uses :py:func:`temperature.pvsyst_cell` to calculate cell
@@ -1580,10 +1577,11 @@ def sapm(effective_irradiance, temp_cell, module):
     Parameters
     ----------
     effective_irradiance : numeric
-        Effective irradiance (suns).
+        Irradiance reaching the module's cells, after reflections and
+        adjustment for spectrum. [W/m2]
 
     temp_cell : numeric
-        The cell temperature (degrees C).
+        Cell temperature [C].
 
     module : dict-like
         A dict or Series defining the SAPM parameters. See the notes section
@@ -1659,12 +1657,23 @@ def sapm(effective_irradiance, temp_cell, module):
     temperature.sapm_module
     '''
 
-    T0 = 25
+    # TODO: someday, change temp_ref and irrad_ref to reference_temperature and
+    # reference_irradiance and expose
+    temp_ref = 25
+    irrad_ref = 1000
+    # TODO: remove this warning in v0.8 after deprecation period for change in
+    # effective irradiance units, made in v0.7
+    if np.all(effective_irradiance) < 2.0:
+        import warnings
+        warnings.warn('effective_irradiance inputs appear to be in suns.'
+                      ' Units changed in v0.7 from suns to W/m2',
+                      RuntimeWarning)
+
     q = 1.60218e-19  # Elementary charge in units of coulombs
     kb = 1.38066e-23  # Boltzmann's constant in units of J/K
 
     # avoid problem with integer input
-    Ee = np.array(effective_irradiance, dtype='float64')
+    Ee = np.array(effective_irradiance, dtype='float64') / irrad_ref
 
     # set up masking for 0, positive, and nan inputs
     Ee_gt_0 = np.full_like(Ee, False, dtype='bool')
@@ -1687,32 +1696,32 @@ def sapm(effective_irradiance, temp_cell, module):
     out = OrderedDict()
 
     out['i_sc'] = (
-        module['Isco'] * Ee * (1 + module['Aisc']*(temp_cell - T0)))
+        module['Isco'] * Ee * (1 + module['Aisc']*(temp_cell - temp_ref)))
 
     out['i_mp'] = (
         module['Impo'] * (module['C0']*Ee + module['C1']*(Ee**2)) *
-        (1 + module['Aimp']*(temp_cell - T0)))
+        (1 + module['Aimp']*(temp_cell - temp_ref)))
 
     out['v_oc'] = np.maximum(0, (
         module['Voco'] + cells_in_series * delta * logEe +
-        Bvoco*(temp_cell - T0)))
+        Bvoco*(temp_cell - temp_ref)))
 
     out['v_mp'] = np.maximum(0, (
         module['Vmpo'] +
         module['C2'] * cells_in_series * delta * logEe +
         module['C3'] * cells_in_series * ((delta * logEe) ** 2) +
-        Bvmpo*(temp_cell - T0)))
+        Bvmpo*(temp_cell - temp_ref)))
 
     out['p_mp'] = out['i_mp'] * out['v_mp']
 
     out['i_x'] = (
         module['IXO'] * (module['C4']*Ee + module['C5']*(Ee**2)) *
-        (1 + module['Aisc']*(temp_cell - T0)))
+        (1 + module['Aisc']*(temp_cell - temp_ref)))
 
     # the Ixx calculation in King 2004 has a typo (mixes up Aisc and Aimp)
     out['i_xx'] = (
         module['IXXO'] * (module['C6']*Ee + module['C7']*(Ee**2)) *
-        (1 + module['Aisc']*(temp_cell - T0)))
+        (1 + module['Aisc']*(temp_cell - temp_ref)))
 
     if isinstance(out['i_sc'], pd.Series):
         out = pd.DataFrame(out)
@@ -1839,45 +1848,70 @@ def sapm_spectral_loss(airmass_absolute, module):
 
 
 def sapm_effective_irradiance(poa_direct, poa_diffuse, airmass_absolute, aoi,
-                              module, reference_irradiance=1000):
-    """
+                              module):
+    r"""
     Calculates the SAPM effective irradiance using the SAPM spectral
     loss and SAPM angle of incidence loss functions.
 
     Parameters
     ----------
     poa_direct : numeric
-        The direct irradiance incident upon the module.
+        The direct irradiance incident upon the module. [W/m2]
 
     poa_diffuse : numeric
-        The diffuse irradiance incident on module.
+        The diffuse irradiance incident on module.  [W/m2]
 
     airmass_absolute : numeric
-        Absolute airmass.
+        Absolute airmass. [unitless]
 
     aoi : numeric
-        Angle of incidence in degrees.
+        Angle of incidence. [degrees]
 
     module : dict-like
         A dict, Series, or DataFrame defining the SAPM performance
         parameters. See the :py:func:`sapm` notes section for more
         details.
 
-    reference_irradiance : numeric, default 1000
-        Reference irradiance by which to divide the input irradiance.
-
     Returns
     -------
     effective_irradiance : numeric
-        The SAPM effective irradiance.
+        Effective irradiance accounting for reflections and spectral content.
+        [W/m2]
+
+    Notes
+    -----
+    The SAPM model for effective irradiance [1] translates broadband direct and
+    diffuse irradiance on the plane of array to the irradiance absorbed by a
+    module's cells.
+
+    The model is
+    .. math::
+
+        `Ee = f_1(AM_a) (E_b f_2(AOI) + f_d E_d)`
+
+    where :math:`Ee` is effective irradiance (W/m2), :math:`f_1` is a fourth
+    degree polynomial in air mass :math:`AM_a`, :math:`E_b` is beam (direct)
+    irradiance on the plane of array, :math:`E_d` is diffuse irradiance on the
+    plane of array, :math:`f_2` is a fifth degree polynomial in the angle of
+    incidence :math:`AOI`, and :math:`f_d` is the fraction of diffuse
+    irradiance on the plane of array that is not reflected away.
+
+    References
+    ----------
+    [1] D. King et al, "Sandia Photovoltaic Array Performance Model",
+    SAND2004-3535, Sandia National Laboratories, Albuquerque, NM
+
+    See also
+    --------
+    pvlib.iam.sapm
+    pvlib.pvsystem.sapm_spectral_loss
+    pvlib.pvsystem.sapm
     """
 
     F1 = sapm_spectral_loss(airmass_absolute, module)
     F2 = iam.sapm(aoi, module)
 
-    E0 = reference_irradiance
-
-    Ee = F1 * (poa_direct*F2 + module['FD']*poa_diffuse) / E0
+    Ee = F1 * (poa_direct * F2 + module['FD'] * poa_diffuse)
 
     return Ee
 
@@ -1992,7 +2026,7 @@ def singlediode(photocurrent, saturation_current, resistance_series,
     the IV curve are linearly spaced.
 
     References
-    -----------
+    ----------
     [1] S.R. Wenham, M.A. Green, M.E. Watt, "Applied Photovoltaics" ISBN
     0 86758 909 4
 


Test patch:
diff --git a/pvlib/test/test_atmosphere.py b/pvlib/test/test_atmosphere.py
index ee4b17a..0bf7434 100644
--- a/pvlib/test/test_atmosphere.py
+++ b/pvlib/test/test_atmosphere.py
@@ -128,6 +128,27 @@ def test_first_solar_spectral_correction_ambiguous():
         atmosphere.first_solar_spectral_correction(1, 1)
 
 
+def test_first_solar_spectral_correction_range():
+    with pytest.warns(UserWarning, match='Exceptionally high pw values'):
+        out = atmosphere.first_solar_spectral_correction(np.array([.1, 3, 10]),
+                                                         np.array([1, 3, 5]),
+                                                         module_type='monosi')
+    expected = np.array([0.96080878, 1.03055092,        nan])
+    assert_allclose(out, expected, atol=1e-3)
+    with pytest.warns(UserWarning, match='Exceptionally high pw values'):
+        out = atmosphere.first_solar_spectral_correction(6, 1.5, max_pw=5,
+                                                         module_type='monosi')
+    with pytest.warns(UserWarning, match='Exceptionally low pw values'):
+        out = atmosphere.first_solar_spectral_correction(np.array([0, 3, 8]),
+                                                         np.array([1, 3, 5]),
+                                                         module_type='monosi')
+    expected = np.array([0.96080878, 1.03055092, 1.04932727])
+    assert_allclose(out, expected, atol=1e-3)
+    with pytest.warns(UserWarning, match='Exceptionally low pw values'):
+        out = atmosphere.first_solar_spectral_correction(0.2, 1.5, min_pw=1,
+                                                         module_type='monosi')
+
+
 def test_kasten96_lt():
     """Test Linke turbidity factor calculated from AOD, Pwat and AM"""
     amp = np.array([1, 3, 5])
diff --git a/pvlib/test/test_midc.py b/pvlib/test/test_midc.py
index ad6a2d8..07552ed 100644
--- a/pvlib/test/test_midc.py
+++ b/pvlib/test/test_midc.py
@@ -24,6 +24,8 @@ test_dir = os.path.dirname(
     os.path.abspath(inspect.getfile(inspect.currentframe())))
 midc_testfile = os.path.join(test_dir, '../data/midc_20181014.txt')
 midc_raw_testfile = os.path.join(test_dir, '../data/midc_raw_20181018.txt')
+midc_raw_short_header_testfile = os.path.join(
+    test_dir, '../data/midc_raw_short_header_20191115.txt')
 midc_network_testfile = ('https://midcdmz.nrel.gov/apps/data_api.pl'
                          '?site=UAT&begin=20181018&end=20181019')
 
@@ -73,3 +75,17 @@ def test_read_midc_raw_data_from_nrel():
     for k, v in var_map.items():
         assert v in data.columns
     assert data.index.size == 2880
+
+
+def test_read_midc_header_length_mismatch(mocker):
+    mock_data = mocker.MagicMock()
+    with open(midc_raw_short_header_testfile, 'r') as f:
+        mock_data.text = f.read()
+    mocker.patch('pvlib.iotools.midc.requests.get',
+                 return_value=mock_data)
+    start = pd.Timestamp('2019-11-15T00:00:00-06:00')
+    end = pd.Timestamp('2019-11-15T23:59:00-06:00')
+    data = midc.read_midc_raw_data_from_nrel('', start, end)
+    assert isinstance(data.index, pd.DatetimeIndex)
+    assert data.index[0] == start
+    assert data.index[-1] == end
diff --git a/pvlib/test/test_pvsystem.py b/pvlib/test/test_pvsystem.py
index bc9f142..c9bec95 100644
--- a/pvlib/test/test_pvsystem.py
+++ b/pvlib/test/test_pvsystem.py
@@ -195,7 +195,8 @@ def test_retrieve_sam_cecinverter():
 def test_sapm(sapm_module_params):
 
     times = pd.date_range(start='2015-01-01', periods=5, freq='12H')
-    effective_irradiance = pd.Series([-1, 0.5, 1.1, np.nan, 1], index=times)
+    effective_irradiance = pd.Series([-1000, 500, 1100, np.nan, 1000],
+                                     index=times)
     temp_cell = pd.Series([10, 25, 50, 25, np.nan], index=times)
 
     out = pvsystem.sapm(effective_irradiance, temp_cell, sapm_module_params)
@@ -216,7 +217,7 @@ def test_sapm(sapm_module_params):
 
     assert_frame_equal(out, expected, check_less_precise=4)
 
-    out = pvsystem.sapm(1, 25, sapm_module_params)
+    out = pvsystem.sapm(1000, 25, sapm_module_params)
 
     expected = OrderedDict()
     expected['i_sc'] = 5.09115
@@ -235,10 +236,21 @@ def test_sapm(sapm_module_params):
                   pd.Series(sapm_module_params))
 
 
+def test_pvsystem_sapm_warning(sapm_module_params):
+    # deprecation warning for change in effective_irradiance units in
+    # pvsystem.sapm
+    # TODO: remove after deprecation period (v0.8)
+    effective_irradiance = np.array([0.1, 0.2, 1.3])
+    temp_cell = np.array([25, 25, 50])
+    warn_txt = 'effective_irradiance inputs appear to be in suns'
+    with pytest.warns(RuntimeWarning, match=warn_txt):
+        pvsystem.sapm(effective_irradiance, temp_cell, sapm_module_params)
+
+
 def test_PVSystem_sapm(sapm_module_params, mocker):
     mocker.spy(pvsystem, 'sapm')
     system = pvsystem.PVSystem(module_parameters=sapm_module_params)
-    effective_irradiance = 0.5
+    effective_irradiance = 500
     temp_cell = 25
     out = system.sapm(effective_irradiance, temp_cell)
     pvsystem.sapm.assert_called_once_with(effective_irradiance, temp_cell,
@@ -295,33 +307,23 @@ def test_PVSystem_first_solar_spectral_loss(module_parameters, module_type,
 
 
 @pytest.mark.parametrize('test_input,expected', [
-    ([1000, 100, 5, 45, 1000], 1.1400510967821877),
+    ([1000, 100, 5, 45], 1140.0510967821877),
     ([np.array([np.nan, 1000, 1000]),
       np.array([100, np.nan, 100]),
       np.array([1.1, 1.1, 1.1]),
-      np.array([10, 10, 10]),
-      1000],
-     np.array([np.nan, np.nan, 1.081157])),
+      np.array([10, 10, 10])],
+     np.array([np.nan, np.nan, 1081.1574])),
     ([pd.Series([1000]), pd.Series([100]), pd.Series([1.1]),
-      pd.Series([10]), 1370],
-     pd.Series([0.789166]))
+      pd.Series([10])],
+     pd.Series([1081.1574]))
 ])
 def test_sapm_effective_irradiance(sapm_module_params, test_input, expected):
-
-    try:
-        kwargs = {'reference_irradiance': test_input[4]}
-        test_input = test_input[:-1]
-    except IndexError:
-        kwargs = {}
-
     test_input.append(sapm_module_params)
-
-    out = pvsystem.sapm_effective_irradiance(*test_input, **kwargs)
-
+    out = pvsystem.sapm_effective_irradiance(*test_input)
     if isinstance(test_input, pd.Series):
         assert_series_equal(out, expected, check_less_precise=4)
     else:
-        assert_allclose(out, expected, atol=1e-4)
+        assert_allclose(out, expected, atol=1e-1)
 
 
 def test_PVSystem_sapm_effective_irradiance(sapm_module_params, mocker):
@@ -332,15 +334,16 @@ def test_PVSystem_sapm_effective_irradiance(sapm_module_params, mocker):
     poa_diffuse = 100
     airmass_absolute = 1.5
     aoi = 0
-    reference_irradiance = 1000
-
+    p = (sapm_module_params['A4'], sapm_module_params['A3'],
+         sapm_module_params['A2'], sapm_module_params['A1'],
+         sapm_module_params['A0'])
+    f1 = np.polyval(p, airmass_absolute)
+    expected = f1 * (poa_direct + sapm_module_params['FD'] * poa_diffuse)
     out = system.sapm_effective_irradiance(
-        poa_direct, poa_diffuse, airmass_absolute,
-        aoi, reference_irradiance=reference_irradiance)
+        poa_direct, poa_diffuse, airmass_absolute, aoi)
     pvsystem.sapm_effective_irradiance.assert_called_once_with(
-        poa_direct, poa_diffuse, airmass_absolute, aoi, sapm_module_params,
-        reference_irradiance=reference_irradiance)
-    assert_allclose(out, 1, atol=0.1)
+        poa_direct, poa_diffuse, airmass_absolute, aoi, sapm_module_params)
+    assert_allclose(out, expected, atol=0.1)
 
 
 def test_PVSystem_sapm_celltemp(mocker):
@@ -1464,8 +1467,10 @@ def test_PVSystem_pvwatts_ac_kwargs(mocker):
 
 @fail_on_pvlib_version('0.8')
 def test_deprecated_08():
+    # deprecated function pvsystem.sapm_celltemp
     with pytest.warns(pvlibDeprecationWarning):
         pvsystem.sapm_celltemp(1000, 25, 1)
+    # deprecated function pvsystem.pvsyst_celltemp
     with pytest.warns(pvlibDeprecationWarning):
         pvsystem.pvsyst_celltemp(1000, 25)
     module_parameters = {'R_sh_ref': 1, 'a_ref': 1, 'I_o_ref': 1,