diff --git a/country_summaries/IPCC_classes_DPS/IPCC_GEDI_Table4.7.ipynb b/country_summaries/IPCC_classes_DPS/IPCC_GEDI_Table4.7.ipynb
index 7bb184b69aa366f3da54588b5882f84246a31710..9693646cabd9b2fdd1f4c1ee077dd2311599cb3b 100644
--- a/country_summaries/IPCC_classes_DPS/IPCC_GEDI_Table4.7.ipynb
+++ b/country_summaries/IPCC_classes_DPS/IPCC_GEDI_Table4.7.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
    "id": "champion-language",
    "metadata": {
     "tags": []
@@ -13,35 +13,30 @@
      "output_type": "stream",
      "text": [
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-      "Successfully installed click-8.1.7 click-plugins-1.1.1 cligj-0.7.2 fiona-1.9.5 geopandas-0.14.1 pandas-2.1.3 pyproj-3.6.1 shapely-2.0.2 tzdata-2023.3\n",
+      "Installing collected packages: tzdata, shapely, pyproj, pandas, fiona, geopandas\n",
+      "Successfully installed fiona-1.9.5 geopandas-0.14.1 pandas-2.1.3 pyproj-3.6.1 shapely-2.0.2 tzdata-2023.3\n",
       "\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n",
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+      "  Using cached scipy-1.11.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (36.4 MB)\n",
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       "Successfully installed patsy-0.5.3 scipy-1.11.3 statsmodels-0.14.0\n",
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@@ -90,16 +85,16 @@
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       "\u001b[0mCollecting mpl_scatter_density\n",
       "  Using cached mpl_scatter_density-0.7-py3-none-any.whl (655 kB)\n",
+      "Requirement already satisfied: matplotlib>=3.0 in /opt/conda/lib/python3.10/site-packages (from mpl_scatter_density) (3.7.2)\n",
+      "Requirement already satisfied: numpy in /opt/conda/lib/python3.10/site-packages (from mpl_scatter_density) (1.25.2)\n",
       "Collecting fast-histogram>=0.3\n",
       "  Using cached fast_histogram-0.12-cp38-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (57 kB)\n",
-      "Requirement already satisfied: numpy in /opt/conda/lib/python3.10/site-packages (from mpl_scatter_density) (1.25.2)\n",
-      "Requirement already satisfied: matplotlib>=3.0 in /opt/conda/lib/python3.10/site-packages (from mpl_scatter_density) (3.7.2)\n",
-      "Requirement already satisfied: fonttools>=4.22.0 in /opt/conda/lib/python3.10/site-packages (from matplotlib>=3.0->mpl_scatter_density) (4.42.0)\n",
+      "Requirement already satisfied: pyparsing<3.1,>=2.3.1 in /opt/conda/lib/python3.10/site-packages (from matplotlib>=3.0->mpl_scatter_density) (3.0.9)\n",
       "Requirement already satisfied: contourpy>=1.0.1 in /opt/conda/lib/python3.10/site-packages (from matplotlib>=3.0->mpl_scatter_density) (1.1.0)\n",
+      "Requirement already satisfied: kiwisolver>=1.0.1 in /opt/conda/lib/python3.10/site-packages (from matplotlib>=3.0->mpl_scatter_density) (1.4.4)\n",
       "Requirement already satisfied: cycler>=0.10 in /opt/conda/lib/python3.10/site-packages (from matplotlib>=3.0->mpl_scatter_density) (0.11.0)\n",
+      "Requirement already satisfied: fonttools>=4.22.0 in /opt/conda/lib/python3.10/site-packages (from matplotlib>=3.0->mpl_scatter_density) (4.42.0)\n",
       "Requirement already satisfied: packaging>=20.0 in /opt/conda/lib/python3.10/site-packages (from matplotlib>=3.0->mpl_scatter_density) (23.1)\n",
-      "Requirement already satisfied: kiwisolver>=1.0.1 in /opt/conda/lib/python3.10/site-packages (from matplotlib>=3.0->mpl_scatter_density) (1.4.4)\n",
-      "Requirement already satisfied: pillow>=6.2.0 in /opt/conda/lib/python3.10/site-packages (from matplotlib>=3.0->mpl_scatter_density) (10.0.0)\n",
       "Requirement already satisfied: python-dateutil>=2.7 in /opt/conda/lib/python3.10/site-packages (from matplotlib>=3.0->mpl_scatter_density) (2.8.2)\n",
-      "Requirement already satisfied: pyparsing<3.1,>=2.3.1 in /opt/conda/lib/python3.10/site-packages (from matplotlib>=3.0->mpl_scatter_density) (3.0.9)\n",
+      "Requirement already satisfied: pillow>=6.2.0 in /opt/conda/lib/python3.10/site-packages (from matplotlib>=3.0->mpl_scatter_density) (10.0.0)\n",
       "Requirement already satisfied: six>=1.5 in /opt/conda/lib/python3.10/site-packages (from python-dateutil>=2.7->matplotlib>=3.0->mpl_scatter_density) (1.16.0)\n",
       "Installing collected packages: fast-histogram, mpl_scatter_density\n",
       "Successfully installed fast-histogram-0.12 mpl_scatter_density-0.7\n",
@@ -171,18 +161,18 @@
       "\u001b[0m\u001b[33mWARNING: There was an error checking the latest version of pip.\u001b[0m\u001b[33m\n",
       "\u001b[0mCollecting rasterstats\n",
       "  Using cached rasterstats-0.19.0-py3-none-any.whl (16 kB)\n",
-      "Requirement already satisfied: numpy>=1.9 in /opt/conda/lib/python3.10/site-packages (from rasterstats) (1.25.2)\n",
-      "Requirement already satisfied: shapely in /opt/conda/lib/python3.10/site-packages (from rasterstats) (2.0.2)\n",
+      "Requirement already satisfied: affine in /opt/conda/lib/python3.10/site-packages (from rasterstats) (2.4.0)\n",
+      "Requirement already satisfied: click>7.1 in /opt/conda/lib/python3.10/site-packages (from rasterstats) (8.1.7)\n",
       "Requirement already satisfied: rasterio>=1.0 in /opt/conda/lib/python3.10/site-packages (from rasterstats) (1.3.9)\n",
       "Collecting simplejson\n",
       "  Using cached simplejson-3.19.2-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (137 kB)\n",
-      "Requirement already satisfied: affine in /opt/conda/lib/python3.10/site-packages (from rasterstats) (2.4.0)\n",
-      "Requirement already satisfied: click>7.1 in /opt/conda/lib/python3.10/site-packages (from rasterstats) (8.1.7)\n",
-      "Requirement already satisfied: fiona in /opt/conda/lib/python3.10/site-packages (from rasterstats) (1.9.5)\n",
+      "Requirement already satisfied: shapely in /opt/conda/lib/python3.10/site-packages (from rasterstats) (2.0.2)\n",
       "Requirement already satisfied: cligj>=0.4 in /opt/conda/lib/python3.10/site-packages (from rasterstats) (0.7.2)\n",
+      "Requirement already satisfied: fiona in /opt/conda/lib/python3.10/site-packages (from rasterstats) (1.9.5)\n",
+      "Requirement already satisfied: numpy>=1.9 in /opt/conda/lib/python3.10/site-packages (from rasterstats) (1.25.2)\n",
       "Requirement already satisfied: click-plugins in /opt/conda/lib/python3.10/site-packages (from rasterio>=1.0->rasterstats) (1.1.1)\n",
-      "Requirement already satisfied: attrs in /opt/conda/lib/python3.10/site-packages (from rasterio>=1.0->rasterstats) (23.1.0)\n",
       "Requirement already satisfied: snuggs>=1.4.1 in /opt/conda/lib/python3.10/site-packages (from rasterio>=1.0->rasterstats) (1.4.7)\n",
+      "Requirement already satisfied: attrs in /opt/conda/lib/python3.10/site-packages (from rasterio>=1.0->rasterstats) (23.1.0)\n",
       "Requirement already satisfied: certifi in /opt/conda/lib/python3.10/site-packages (from rasterio>=1.0->rasterstats) (2023.7.22)\n",
       "Requirement already satisfied: setuptools in /opt/conda/lib/python3.10/site-packages (from rasterio>=1.0->rasterstats) (65.5.0)\n",
       "Requirement already satisfied: six in /opt/conda/lib/python3.10/site-packages (from fiona->rasterstats) (1.16.0)\n",
@@ -196,9 +186,9 @@
       "\u001b[0m\u001b[33mWARNING: There was an error checking the latest version of pip.\u001b[0m\u001b[33m\n",
       "\u001b[0mRequirement already satisfied: pandas in /opt/conda/lib/python3.10/site-packages (2.1.3)\n",
       "Requirement already satisfied: tzdata>=2022.1 in /opt/conda/lib/python3.10/site-packages (from pandas) (2023.3)\n",
+      "Requirement already satisfied: python-dateutil>=2.8.2 in /opt/conda/lib/python3.10/site-packages (from pandas) (2.8.2)\n",
       "Requirement already satisfied: pytz>=2020.1 in /opt/conda/lib/python3.10/site-packages (from pandas) (2023.3)\n",
       "Requirement already satisfied: numpy<2,>=1.22.4 in /opt/conda/lib/python3.10/site-packages (from pandas) (1.25.2)\n",
-      "Requirement already satisfied: python-dateutil>=2.8.2 in /opt/conda/lib/python3.10/site-packages (from pandas) (2.8.2)\n",
       "Requirement already satisfied: six>=1.5 in /opt/conda/lib/python3.10/site-packages (from python-dateutil>=2.8.2->pandas) (1.16.0)\n",
       "\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n",
       "\u001b[0m\u001b[33mWARNING: There was an error checking the latest version of pip.\u001b[0m\u001b[33m\n",
@@ -224,7 +214,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
    "id": "2d3bc6fe-b0b5-4084-9c20-53d2e3d0343b",
    "metadata": {
     "tags": []
@@ -323,7 +313,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 4,
    "id": "aggregate-defensive",
    "metadata": {
     "tags": []
@@ -342,7 +332,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 5,
    "id": "82dba01f-ac52-4ded-a0ae-bbd06d12f241",
    "metadata": {
     "tags": []
@@ -351,10 +341,10 @@
     {
      "data": {
       "text/plain": [
-       "'{\"code\": 200, \"message\": {\"id\": \"992b495deb2de656d4917d115aac76b7d1008da5\", \"short_id\": \"992b495d\", \"created_at\": \"2023-11-12T00:36:46.000+00:00\", \"parent_ids\": [\"00bfc18ad0f5618c9a3a0e1cb83436c71c0d71fa\"], \"title\": \"Registering algorithm: run_IPCC_classes_ADE\", \"message\": \"Registering algorithm: run_IPCC_classes_ADE\", \"author_name\": \"root\", \"author_email\": \"root@14e16c2322e1\", \"authored_date\": \"2023-11-12T00:36:46.000+00:00\", \"committer_name\": \"root\", \"committer_email\": \"root@14e16c2322e1\", \"committed_date\": \"2023-11-12T00:36:46.000+00:00\", \"trailers\": {}, \"web_url\": \"https://repo.maap-project.org/root/register-job-hysds-v4/-/commit/992b495deb2de656d4917d115aac76b7d1008da5\", \"stats\": {\"additions\": 0, \"deletions\": 0, \"total\": 0}, \"status\": \"pending\", \"project_id\": 3, \"last_pipeline\": {\"id\": 9593, \"iid\": 492, \"project_id\": 3, \"sha\": \"992b495deb2de656d4917d115aac76b7d1008da5\", \"ref\": \"main\", \"status\": \"pending\", \"source\": \"push\", \"created_at\": \"2023-11-12T00:36:47.836Z\", \"updated_at\": \"2023-11-12T00:36:48.235Z\", \"web_url\": \"https://repo.maap-project.org/root/register-job-hysds-v4/-/pipelines/9593\"}, \"job_web_url\": \"https://repo.maap-project.org/root/register-job-hysds-v4/-/jobs/9844\", \"job_log_url\": \"https://repo.maap-project.org/root/register-job-hysds-v4/-/jobs/9844/raw\"}}\\n'"
+       "'{\"code\": 200, \"message\": {\"id\": \"effce0f2320008627a040efa3a1b9734ab9967d0\", \"short_id\": \"effce0f2\", \"created_at\": \"2023-11-12T02:58:25.000+00:00\", \"parent_ids\": [\"992b495deb2de656d4917d115aac76b7d1008da5\"], \"title\": \"Registering algorithm: run_IPCC_classes_ADE\", \"message\": \"Registering algorithm: run_IPCC_classes_ADE\", \"author_name\": \"root\", \"author_email\": \"root@14e16c2322e1\", \"authored_date\": \"2023-11-12T02:58:25.000+00:00\", \"committer_name\": \"root\", \"committer_email\": \"root@14e16c2322e1\", \"committed_date\": \"2023-11-12T02:58:25.000+00:00\", \"trailers\": {}, \"web_url\": \"https://repo.maap-project.org/root/register-job-hysds-v4/-/commit/effce0f2320008627a040efa3a1b9734ab9967d0\", \"stats\": {\"additions\": 0, \"deletions\": 0, \"total\": 0}, \"status\": \"pending\", \"project_id\": 3, \"last_pipeline\": {\"id\": 9596, \"iid\": 493, \"project_id\": 3, \"sha\": \"effce0f2320008627a040efa3a1b9734ab9967d0\", \"ref\": \"main\", \"status\": \"pending\", \"source\": \"push\", \"created_at\": \"2023-11-12T02:58:26.644Z\", \"updated_at\": \"2023-11-12T02:58:27.194Z\", \"web_url\": \"https://repo.maap-project.org/root/register-job-hysds-v4/-/pipelines/9596\"}, \"job_web_url\": \"https://repo.maap-project.org/root/register-job-hysds-v4/-/jobs/9847\", \"job_log_url\": \"https://repo.maap-project.org/root/register-job-hysds-v4/-/jobs/9847/raw\"}}\\n'"
       ]
      },
-     "execution_count": 6,
+     "execution_count": 5,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -385,7 +375,7 @@
      "output_type": "stream",
      "text": [
       "submitting 10S_050W\n",
-      "1fbfa11e-6261-49a6-b18e-ba91615bc260\n"
+      "82ae93bb-9159-4aaf-921e-5e72f2a7222d\n"
      ]
     }
    ],