diff --git a/images/challenge/CAMchem_compsets.png b/images/challenge/CAMchem_compsets.png
index 688b280e..5adcd467 100644
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diff --git a/images/challenge/WACCM_compsets.png b/images/challenge/WACCM_compsets.png
index 1e526d04..6ebc4b0d 100644
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diff --git a/images/challenge/chemistry-rundir-example.png b/images/challenge/chemistry-rundir-example.png
index ccc71d59..368603d2 100644
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diff --git a/notebooks/challenge/cam-chem_waccm/cam-chem_waccm.ipynb b/notebooks/challenge/cam-chem_waccm/cam-chem_waccm.ipynb
index 8c11d6f3..bf416c1c 100644
--- a/notebooks/challenge/cam-chem_waccm/cam-chem_waccm.ipynb
+++ b/notebooks/challenge/cam-chem_waccm/cam-chem_waccm.ipynb
@@ -30,28 +30,33 @@
     "\n",
     "**WACCM** (Whole Atmosphere Community Climate Model) and **CAM-chem** (Community Atmosphere Model with chemistry) are atmospheric components of CESM, like CAM. They can be run as ``F`` and ``B`` compsets, as well as with nudged meteorology (for example towards reanalysis). They can be run using various dycores and resolutions.\n",
     "In contrast to CAM, WACCM and CAM-chem run with different possibilities of chemistry complexity, while CAM uses simplified chemistry. CAM and CAM-chem use the same vertical resolution and model top.\n",
-    "Different chemical mechanisms for CAM-chem with more or less complexity have been developed based on the MOZART-T1S mechanism. More information about chemistry mechnisms is on https://www2.acom.ucar.edu/gcm/mozart.\n",
+    "Different chemical mechanisms for CAM-chem with more or less complexity have been developed based on the MOZART-T1S mechanism. More comprehensive information about chemistry mechnisms is on https://www2.acom.ucar.edu/gcm/mozart.\n",
     "WACCM has a model top at about 150km and therefore covers the Troposphere, Stratosphere, Mesosphere and Lower-Thermosphere. The most comprehensive WACCM mechanism is therefore called the T1MA (previously called TSMLT) chemical mechanism.\n",
-    "WACCM can also run with Middle Atmosphere (MA) chemistry (e.g., FHISTC_WAma, which includes very simplified chemistry in the troposphere, and with Specified Chemistry (e.g., FHISTC_WAsc), similar to the CAM specified oxidant chemistry.\n"
+    "WACCM can also run with Middle Atmosphere (MA) chemistry (e.g., FHISTC_WAma, which includes very simplified chemistry in the troposphere. WACCM can also be run with Specified Chemistry (e.g., FHISTC_WAsc), similar to the CAM specified oxidant chemistry.\n"
    ]
   },
   {
+   "attachments": {
+    "CAMchem_compsets.png": {
+     "image/png": 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"
+    }
+   },
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## CAM-chem and WACCM tested F component sets\n",
+    "## CAM-chem and WACCM F component sets\n",
     "\n",
-    "In CESM3 we re in the process of scientifically validating model setup, in preparation for CMIP7 simulations.\n",
-    "The model may be run in free-running mode, or nudged to meteorological fields from reanalysis (U, V, T), for example from MERRA2 or ERA5. Reanalysis is regridded to the model levels. Nudging with CAM7 setup currently requires changes to namelist variables.\n",
+    "In CESM3 we are in the process of scientifically validating model setup, in preparation for CMIP7 simulations.\n",
+    "The model may be run in free-running mode, or nudged to meteorological fields from reanalysis (U, V, T), for example from MERRA2 or ERA5. Reanalysis is regridded to the model horizontal and vertical resolution. Nudging within CAM7 currently requires changes to namelist variables.\n",
     "\n",
     "An overview of some different compsets available with CAM7 can be found in the diagrams below.\n",
     "\n",
     "\n",
     "![CAMChem tested F compsets](../../../images/challenge/CAMchem_compsets.png)\n",
-    "<p style=\"text-align: center;\"> Figure 1: CAM-chem tested F compsets. </p>\n",
+    "<p style=\"text-align: center;\"> Figure 1: CAM-chem F compsets. </p>\n",
     "\n",
     "![WACCM scientifically supported F compsets](../../../images/challenge/WACCM_compsets.png)\n",
-    "<p style=\"text-align: center;\"> Figure 2: WACCM scientifically supported F compsets. </p>"
+    "<p style=\"text-align: center;\"> Figure 2: WACCM F compsets. </p>"
    ]
   },
   {
@@ -61,8 +66,8 @@
     "## Overview of the Challenge Exercises for CAM-chem/WACCM\n",
     "Start running one control case and choose between two options:\n",
     "\n",
-    "a) Run a CAM-chem compset with TS1 chemistry, historical SSTs and 0.9x1.25 degrees horizontal resolution <br>\n",
-    "b) Run a WACCM with TSMLT1 chemistry, historical SSTs and 0.9x1.25 degrees horizontal resolution\n",
+    "a) Run a CAM-chem (Low-Top) compset with T1S chemistry, historical SSTs and ~2 degree horizontal resolution <br>\n",
+    "b) Run a WACCM with T1MA chemistry, historical SSTs and ~2 degree horizontal resolution\n",
     "\n",
     "Once a control case has been configured and run, perform two test cases - one changing chemistry and one changing emissions."
    ]
diff --git a/notebooks/challenge/cam-chem_waccm/exercise_1.ipynb b/notebooks/challenge/cam-chem_waccm/exercise_1.ipynb
index 533d02a9..b7d24754 100644
--- a/notebooks/challenge/cam-chem_waccm/exercise_1.ipynb
+++ b/notebooks/challenge/cam-chem_waccm/exercise_1.ipynb
@@ -216,7 +216,7 @@
     "(3) Look at the contents of the ``h1`` files using ``ncdump``.\n",
     "\n",
     "```\n",
-    "ncdump –h f.e30.FHISTC_LTt1s.ne16pg3_mg17.tutorial.test1.cam.h1.2010-01-01-00000.nc\n",
+    "ncdump –h f.e30.FHISTC_LTt1s.ne16pg3_mg17.tutorial.test1.cam.h1i.1979-01-02-00000.nc\n",
     "```\n",
     "\n",
     "</details>\n",
diff --git a/notebooks/challenge/cam-chem_waccm/exercise_2.ipynb b/notebooks/challenge/cam-chem_waccm/exercise_2.ipynb
index fe979a1c..e2d71f87 100644
--- a/notebooks/challenge/cam-chem_waccm/exercise_2.ipynb
+++ b/notebooks/challenge/cam-chem_waccm/exercise_2.ipynb
@@ -29,12 +29,12 @@
     "The chemistry preprocessor generates CAM Fortran source code to solve chemistry. The input is an ASCII file listing chemical reactions and rates. The chemistry preprocessor input file used in your previous run is in your\n",
     "``$CASEROOT/CaseDocs/chem_mech.in``\n",
     "\n",
-    "An example of a simple chemistry mechanism file content can be seen below:\n",
+    "An example of a simple chemistry mechanism file content can be seen below: \\\n",
     "![chemistry mechanism example](../../../images/challenge/chemistry-mechanism-example.png)\n",
     "\n",
     "Additional input files for default chemical mechanisms are in each source code subdirectory for mechanisms under:\n",
     "``$SRCROOT/components/cam/src/chemistry/pp_*``\n",
-    "(i.e. ``pp_waccm_tsmlt_mam4``). You do not need to change these additional files for this exercise.\n",
+    "(i.e. ``pp_waccm_tsmlt_mam5``). You do not need to change these additional files for this exercise.\n",
     "\n",
     "Below is an overview of the different types of reactions and rates that can be defined in the mechanism file.\n",
     "![chemistry preprocessor options example](../../../images/challenge/chemistry-preprocessor-info.png)\n",
@@ -66,7 +66,7 @@
     "\n",
     "- First look at the ``CAM_CONFIG_OPTS`` default setting for CAM-chem <br>\n",
     "``./xmlquery CAM_CONFIG_OPTS`` <br>\n",
-    "``CAM_CONFIG_OPTS: -phys cam6 -chem trop_strat_mam4_vbs -age_of_air_trcs`` <br>\n",
+    "``CAM_CONFIG_OPTS: -phys cam6 -chem trop_strat_mam4_t1s1 -age_of_air_trcs`` <br>\n",
     "(note this will be different for WACCM)\n",
     "    \n",
     "- Use xmlchange to append a pointer to your user mechanism: <br>\n",
@@ -74,7 +74,7 @@
     "    \n",
     "- Check the ``CAM_CONFIG_OPTS`` has been changed <br>\n",
     "``./xmlquery CAM_CONFIG_OPTS`` <br>\n",
-    "``CAM_CONFIG_OPTS: -phys cam6 -chem trop_strat_mam4_vbs -age_of_air_trcs --usr_mech_infile /glade/u/home/$USER/cases/$CASENAME/my_chem_mech.in``\n",
+    "``CAM_CONFIG_OPTS: -phys cam6 -chem trop_strat_mam4_t1s1 -age_of_air_trcs --usr_mech_infile /glade/u/home/$USER/cases/$CASENAME/my_chem_mech.in``\n",
     "    \n",
     "- When an important xml variable like CAM_CONFIG_OPTS is changed, resetting the setup is needed. You will need to reset the case setup, and rebuild before submitting. (Note that in general, you only need to reset or clean build when a message shows up in the command prompt stating to reset or clean build).\n",
     "\n",
@@ -105,7 +105,7 @@
     "\n",
     "or for **WACCM**   \n",
     "```\n",
-    "set CASENAME = f.e30.FHISTC_WAt1ma.ne16pg3_mg17.tutorial.test1\n",
+    "set CASENAME = f.e30.FHISTC_WAt1ma.ne16pg3_mg17.tutorial.test2\n",
     "set CASEDIR = /glade/u/home/$USER/cases/$CASENAME\n",
     "set RUNDIR = /glade/derecho/scratch/$USER/$CASENAME/run\n",
     "set COMPSET = FHISTC_WAt1ma\n",
@@ -241,7 +241,7 @@
     "(3) Look at the contents of the ``h1`` files using ``ncdump``.\n",
     "\n",
     "```\n",
-    "ncdump –h f.e30.FHISTC_LTt1s.ne16pg3_mg17.tutorial.test2.cam.h1.2010-01-01-00000.nc\n",
+    "ncdump –h f.e30.FHISTC_LTt1s.ne16pg3_mg17.tutorial.test2.cam.h1i.1979-01-02-00000.nc\n",
     "```\n",
     "\n",
     "</details>\n",
diff --git a/notebooks/challenge/cam-chem_waccm/exercise_3.ipynb b/notebooks/challenge/cam-chem_waccm/exercise_3.ipynb
index c07be3bf..72fd15a0 100644
--- a/notebooks/challenge/cam-chem_waccm/exercise_3.ipynb
+++ b/notebooks/challenge/cam-chem_waccm/exercise_3.ipynb
@@ -235,36 +235,6 @@
     "/\n",
     "```\n",
     "\n",
-    "**# Lower boundary condition file check**\n",
-    "\n",
-    "Make sure the LBC files cover your dates of interest. In ``CaseDocs/atm_in`` you should see:\n",
-    "```\n",
-    " flbc_file              = '/glade/campaign/cesm/cesmdata/cseg/inputdata/atm/waccm/lb/LBC_1750-2014_CMIP6_0p5degLat_c170126.nc'\n",
-    "```\n",
-    "\n",
-    "**# Initialization files for your new startdate**\n",
-    "\n",
-    "Note: Below are initialization files for 2010. For scientifically valid simulations you need to point to an initialization file for the start date you choose. If one is not available, you will need to spin up the model.\n",
-    "\n",
-    "For **CAM-chem**:\n",
-    "atmospheric initialization files are redefined in ``user_nl_cam``\n",
-    "\n",
-    "```\n",
-    "&cam_initfiles_nl\n",
-    " ncdata         = '/glade/campaign/acom/acom-climate/tilmes/inputdata/init/camchem/FCnudged_MAM4_f09.carma_trop_strat09.aqchem.2001_2020.cam.i.2010-01-01-00000.nc'\n",
-    "/\n",
-    "```\n",
-    "\n",
-    "\n",
-    "For **WACCM**:\n",
-    "atmospheric initialization files are redefined in ``user_nl_cam``\n",
-    "\n",
-    "```\n",
-    "&cam_initfiles_nl\n",
-    " ncdata         = '/glade/campaign/acom/acom-climate/tilmes/inputdata/init/waccm/f.e21.FWHISTBgcCrop.f09_f09_mg17.CMIP6-AMIP-WACCM.001.cam.i.2010-01-01-00000.nc'\n",
-    "/\n",
-    "```    \n",
-    "\n",
     "\n",
     "You build the namelists with the command:\n",
     "```\n",