diff --git a/codigo/Meteoritos_python100.ipynb b/codigo/Meteoritos_python100.ipynb
index 9a1465fa76a4e69ab4e853420e54021e5fc79983..d9e0c25a40a3c51cbbc8c0f18d5dedbd211c6a25 100644
--- a/codigo/Meteoritos_python100.ipynb
+++ b/codigo/Meteoritos_python100.ipynb
@@ -648,7 +648,7 @@
"outputs": [
{
"data": {
- "image/png": "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\n",
+ "image/png": "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\n",
"text/plain": [
"<Figure size 720x432 with 1 Axes>"
]
@@ -668,11 +668,385 @@
"\n",
"ax.pie(sizes, explode=explode, labels=labels, autopct='%1.1f%%',colors=colors,\n",
" shadow=False, startangle=40)\n",
+ "ax.set_title('Meteoritos intáctos vs degradados por el clima')\n",
"ax.axis('equal') # Equal aspect ratio ensures that pie is drawn as a circle.\n",
"\n",
"plt.show()"
]
},
+ {
+ "cell_type": "code",
+ "execution_count": 30,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div>\n",
+ "<style scoped>\n",
+ " .dataframe tbody tr th:only-of-type {\n",
+ " vertical-align: middle;\n",
+ " }\n",
+ "\n",
+ " .dataframe tbody tr th {\n",
+ " vertical-align: top;\n",
+ " }\n",
+ "\n",
+ " .dataframe thead th {\n",
+ " text-align: right;\n",
+ " }\n",
+ "</style>\n",
+ "<table border=\"1\" class=\"dataframe\">\n",
+ " <thead>\n",
+ " <tr style=\"text-align: right;\">\n",
+ " <th></th>\n",
+ " <th>name</th>\n",
+ " <th>id</th>\n",
+ " <th>nametype</th>\n",
+ " <th>recclass</th>\n",
+ " <th>mass</th>\n",
+ " <th>fall</th>\n",
+ " <th>year</th>\n",
+ " <th>reclat</th>\n",
+ " <th>reclong</th>\n",
+ " <th>GeoLocation</th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " <tr>\n",
+ " <th>6754</th>\n",
+ " <td>David Glacier 92308</td>\n",
+ " <td>6614</td>\n",
+ " <td>Relict</td>\n",
+ " <td>Chondrite-fusion crust</td>\n",
+ " <td>1.700</td>\n",
+ " <td>Found</td>\n",
+ " <td>1992.0</td>\n",
+ " <td>-75.31667</td>\n",
+ " <td>162.00000</td>\n",
+ " <td>(-75.316670, 162.000000)</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>11851</th>\n",
+ " <td>Gove</td>\n",
+ " <td>52859</td>\n",
+ " <td>Relict</td>\n",
+ " <td>Relict iron</td>\n",
+ " <td>0.000</td>\n",
+ " <td>Found</td>\n",
+ " <td>1979.0</td>\n",
+ " <td>-12.26333</td>\n",
+ " <td>136.83833</td>\n",
+ " <td>(-12.263330, 136.838330)</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>19565</th>\n",
+ " <td>Lewis Cliff 87241</td>\n",
+ " <td>13702</td>\n",
+ " <td>Relict</td>\n",
+ " <td>Chondrite-fusion crust</td>\n",
+ " <td>0.500</td>\n",
+ " <td>Found</td>\n",
+ " <td>1987.0</td>\n",
+ " <td>-84.34563</td>\n",
+ " <td>161.31058</td>\n",
+ " <td>(-84.345630, 161.310580)</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>21984</th>\n",
+ " <td>Meteorite Hills 001139</td>\n",
+ " <td>45809</td>\n",
+ " <td>Relict</td>\n",
+ " <td>Fusion crust</td>\n",
+ " <td>0.013</td>\n",
+ " <td>Found</td>\n",
+ " <td>2000.0</td>\n",
+ " <td>-79.68333</td>\n",
+ " <td>159.75000</td>\n",
+ " <td>(-79.683330, 159.750000)</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>26400</th>\n",
+ " <td>Österplana 048</td>\n",
+ " <td>56147</td>\n",
+ " <td>Relict</td>\n",
+ " <td>Relict OC</td>\n",
+ " <td>0.000</td>\n",
+ " <td>Found</td>\n",
+ " <td>2004.0</td>\n",
+ " <td>58.58333</td>\n",
+ " <td>13.43333</td>\n",
+ " <td>(58.583330, 13.433330)</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>26401</th>\n",
+ " <td>Österplana 049</td>\n",
+ " <td>56148</td>\n",
+ " <td>Relict</td>\n",
+ " <td>Relict OC</td>\n",
+ " <td>0.000</td>\n",
+ " <td>Found</td>\n",
+ " <td>2012.0</td>\n",
+ " <td>58.58333</td>\n",
+ " <td>13.43333</td>\n",
+ " <td>(58.583330, 13.433330)</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>26402</th>\n",
+ " <td>Österplana 050</td>\n",
+ " <td>56149</td>\n",
+ " <td>Relict</td>\n",
+ " <td>Relict OC</td>\n",
+ " <td>0.000</td>\n",
+ " <td>Found</td>\n",
+ " <td>2003.0</td>\n",
+ " <td>58.58333</td>\n",
+ " <td>13.43333</td>\n",
+ " <td>(58.583330, 13.433330)</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>26403</th>\n",
+ " <td>Österplana 051</td>\n",
+ " <td>56150</td>\n",
+ " <td>Relict</td>\n",
+ " <td>Relict OC</td>\n",
+ " <td>0.000</td>\n",
+ " <td>Found</td>\n",
+ " <td>2006.0</td>\n",
+ " <td>58.58333</td>\n",
+ " <td>13.43333</td>\n",
+ " <td>(58.583330, 13.433330)</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>26404</th>\n",
+ " <td>Österplana 052</td>\n",
+ " <td>56151</td>\n",
+ " <td>Relict</td>\n",
+ " <td>Relict OC</td>\n",
+ " <td>0.000</td>\n",
+ " <td>Found</td>\n",
+ " <td>2006.0</td>\n",
+ " <td>58.58333</td>\n",
+ " <td>13.43333</td>\n",
+ " <td>(58.583330, 13.433330)</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>26405</th>\n",
+ " <td>Österplana 053</td>\n",
+ " <td>56152</td>\n",
+ " <td>Relict</td>\n",
+ " <td>Relict OC</td>\n",
+ " <td>0.000</td>\n",
+ " <td>Found</td>\n",
+ " <td>2002.0</td>\n",
+ " <td>58.58333</td>\n",
+ " <td>13.43333</td>\n",
+ " <td>(58.583330, 13.433330)</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>26406</th>\n",
+ " <td>Österplana 054</td>\n",
+ " <td>56153</td>\n",
+ " <td>Relict</td>\n",
+ " <td>Relict OC</td>\n",
+ " <td>0.000</td>\n",
+ " <td>Found</td>\n",
+ " <td>2005.0</td>\n",
+ " <td>58.58333</td>\n",
+ " <td>13.43333</td>\n",
+ " <td>(58.583330, 13.433330)</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>26407</th>\n",
+ " <td>Österplana 055</td>\n",
+ " <td>56154</td>\n",
+ " <td>Relict</td>\n",
+ " <td>Relict OC</td>\n",
+ " <td>0.000</td>\n",
+ " <td>Found</td>\n",
+ " <td>2008.0</td>\n",
+ " <td>58.58333</td>\n",
+ " <td>13.43333</td>\n",
+ " <td>(58.583330, 13.433330)</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>26408</th>\n",
+ " <td>Österplana 056</td>\n",
+ " <td>56155</td>\n",
+ " <td>Relict</td>\n",
+ " <td>Relict OC</td>\n",
+ " <td>0.000</td>\n",
+ " <td>Found</td>\n",
+ " <td>2008.0</td>\n",
+ " <td>58.58333</td>\n",
+ " <td>13.43333</td>\n",
+ " <td>(58.583330, 13.433330)</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>26409</th>\n",
+ " <td>Österplana 057</td>\n",
+ " <td>56156</td>\n",
+ " <td>Relict</td>\n",
+ " <td>Relict OC</td>\n",
+ " <td>0.000</td>\n",
+ " <td>Found</td>\n",
+ " <td>2009.0</td>\n",
+ " <td>58.58333</td>\n",
+ " <td>13.43333</td>\n",
+ " <td>(58.583330, 13.433330)</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>26410</th>\n",
+ " <td>Österplana 058</td>\n",
+ " <td>56157</td>\n",
+ " <td>Relict</td>\n",
+ " <td>Relict OC</td>\n",
+ " <td>0.000</td>\n",
+ " <td>Found</td>\n",
+ " <td>2009.0</td>\n",
+ " <td>58.58333</td>\n",
+ " <td>13.43333</td>\n",
+ " <td>(58.583330, 13.433330)</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>26411</th>\n",
+ " <td>Österplana 059</td>\n",
+ " <td>56158</td>\n",
+ " <td>Relict</td>\n",
+ " <td>Relict OC</td>\n",
+ " <td>0.000</td>\n",
+ " <td>Found</td>\n",
+ " <td>2009.0</td>\n",
+ " <td>58.58333</td>\n",
+ " <td>13.43333</td>\n",
+ " <td>(58.583330, 13.433330)</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>26412</th>\n",
+ " <td>Österplana 060</td>\n",
+ " <td>56159</td>\n",
+ " <td>Relict</td>\n",
+ " <td>Relict OC</td>\n",
+ " <td>0.000</td>\n",
+ " <td>Found</td>\n",
+ " <td>2009.0</td>\n",
+ " <td>58.58333</td>\n",
+ " <td>13.43333</td>\n",
+ " <td>(58.583330, 13.433330)</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>26413</th>\n",
+ " <td>Österplana 061</td>\n",
+ " <td>56160</td>\n",
+ " <td>Relict</td>\n",
+ " <td>Relict OC</td>\n",
+ " <td>0.000</td>\n",
+ " <td>Found</td>\n",
+ " <td>2009.0</td>\n",
+ " <td>58.58333</td>\n",
+ " <td>13.43333</td>\n",
+ " <td>(58.583330, 13.433330)</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>26414</th>\n",
+ " <td>Österplana 062</td>\n",
+ " <td>56161</td>\n",
+ " <td>Relict</td>\n",
+ " <td>Relict OC</td>\n",
+ " <td>0.000</td>\n",
+ " <td>Found</td>\n",
+ " <td>2010.0</td>\n",
+ " <td>58.58333</td>\n",
+ " <td>13.43333</td>\n",
+ " <td>(58.583330, 13.433330)</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>26415</th>\n",
+ " <td>Österplana 063</td>\n",
+ " <td>56162</td>\n",
+ " <td>Relict</td>\n",
+ " <td>Relict OC</td>\n",
+ " <td>0.000</td>\n",
+ " <td>Found</td>\n",
+ " <td>2010.0</td>\n",
+ " <td>58.58333</td>\n",
+ " <td>13.43333</td>\n",
+ " <td>(58.583330, 13.433330)</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>26416</th>\n",
+ " <td>Österplana 064</td>\n",
+ " <td>56163</td>\n",
+ " <td>Relict</td>\n",
+ " <td>Relict OC</td>\n",
+ " <td>0.000</td>\n",
+ " <td>Found</td>\n",
+ " <td>2011.0</td>\n",
+ " <td>58.58333</td>\n",
+ " <td>13.43333</td>\n",
+ " <td>(58.583330, 13.433330)</td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ "</table>\n",
+ "</div>"
+ ],
+ "text/plain": [
+ " name id nametype recclass mass \\\n",
+ "6754 David Glacier 92308 6614 Relict Chondrite-fusion crust 1.700 \n",
+ "11851 Gove 52859 Relict Relict iron 0.000 \n",
+ "19565 Lewis Cliff 87241 13702 Relict Chondrite-fusion crust 0.500 \n",
+ "21984 Meteorite Hills 001139 45809 Relict Fusion crust 0.013 \n",
+ "26400 Österplana 048 56147 Relict Relict OC 0.000 \n",
+ "26401 Österplana 049 56148 Relict Relict OC 0.000 \n",
+ "26402 Österplana 050 56149 Relict Relict OC 0.000 \n",
+ "26403 Österplana 051 56150 Relict Relict OC 0.000 \n",
+ "26404 Österplana 052 56151 Relict Relict OC 0.000 \n",
+ "26405 Österplana 053 56152 Relict Relict OC 0.000 \n",
+ "26406 Österplana 054 56153 Relict Relict OC 0.000 \n",
+ "26407 Österplana 055 56154 Relict Relict OC 0.000 \n",
+ "26408 Österplana 056 56155 Relict Relict OC 0.000 \n",
+ "26409 Österplana 057 56156 Relict Relict OC 0.000 \n",
+ "26410 Österplana 058 56157 Relict Relict OC 0.000 \n",
+ "26411 Österplana 059 56158 Relict Relict OC 0.000 \n",
+ "26412 Österplana 060 56159 Relict Relict OC 0.000 \n",
+ "26413 Österplana 061 56160 Relict Relict OC 0.000 \n",
+ "26414 Österplana 062 56161 Relict Relict OC 0.000 \n",
+ "26415 Österplana 063 56162 Relict Relict OC 0.000 \n",
+ "26416 Österplana 064 56163 Relict Relict OC 0.000 \n",
+ "\n",
+ " fall year reclat reclong GeoLocation \n",
+ "6754 Found 1992.0 -75.31667 162.00000 (-75.316670, 162.000000) \n",
+ "11851 Found 1979.0 -12.26333 136.83833 (-12.263330, 136.838330) \n",
+ "19565 Found 1987.0 -84.34563 161.31058 (-84.345630, 161.310580) \n",
+ "21984 Found 2000.0 -79.68333 159.75000 (-79.683330, 159.750000) \n",
+ "26400 Found 2004.0 58.58333 13.43333 (58.583330, 13.433330) \n",
+ "26401 Found 2012.0 58.58333 13.43333 (58.583330, 13.433330) \n",
+ "26402 Found 2003.0 58.58333 13.43333 (58.583330, 13.433330) \n",
+ "26403 Found 2006.0 58.58333 13.43333 (58.583330, 13.433330) \n",
+ "26404 Found 2006.0 58.58333 13.43333 (58.583330, 13.433330) \n",
+ "26405 Found 2002.0 58.58333 13.43333 (58.583330, 13.433330) \n",
+ "26406 Found 2005.0 58.58333 13.43333 (58.583330, 13.433330) \n",
+ "26407 Found 2008.0 58.58333 13.43333 (58.583330, 13.433330) \n",
+ "26408 Found 2008.0 58.58333 13.43333 (58.583330, 13.433330) \n",
+ "26409 Found 2009.0 58.58333 13.43333 (58.583330, 13.433330) \n",
+ "26410 Found 2009.0 58.58333 13.43333 (58.583330, 13.433330) \n",
+ "26411 Found 2009.0 58.58333 13.43333 (58.583330, 13.433330) \n",
+ "26412 Found 2009.0 58.58333 13.43333 (58.583330, 13.433330) \n",
+ "26413 Found 2009.0 58.58333 13.43333 (58.583330, 13.433330) \n",
+ "26414 Found 2010.0 58.58333 13.43333 (58.583330, 13.433330) \n",
+ "26415 Found 2010.0 58.58333 13.43333 (58.583330, 13.433330) \n",
+ "26416 Found 2011.0 58.58333 13.43333 (58.583330, 13.433330) "
+ ]
+ },
+ "execution_count": 30,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "data_met[data_met['nametype'] == 'Relict']"
+ ]
+ },
{
"cell_type": "code",
"execution_count": 9,
@@ -700,7 +1074,7 @@
"outputs": [
{
"data": {
- "image/png": "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\n",
+ "image/png": "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\n",
"text/plain": [
"<Figure size 720x432 with 1 Axes>"
]
@@ -720,6 +1094,7 @@
"\n",
"ax.pie(sizes, explode=explode, labels=labels, autopct='%1.1f%%',colors=colors,\n",
" shadow=False, startangle=120)\n",
+ "ax.set_title('Meteoritos vistos caer vs encontrados en tierra')\n",
"ax.axis('equal') # Equal aspect ratio ensures that pie is drawn as a circle.\n",
"\n",
"plt.show()"
@@ -822,6 +1197,13 @@
"plt.show()"
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "La gran mayorÃa de meteoritos se encuentra en el hemisferio este y en el hemisferio sur. Al comparar a ojo con los mapamundis mostrados mas abajo, pareciera que hubiera mas meteoritos en el hemisferio norte."
+ ]
+ },
{
"cell_type": "code",
"execution_count": 14,
@@ -1254,12 +1636,12 @@
},
{
"cell_type": "code",
- "execution_count": 18,
+ "execution_count": 26,
"metadata": {},
"outputs": [
{
"data": {
- "image/png": "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\n",
+ "image/png": "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\n",
"text/plain": [
"<Figure size 1080x576 with 1 Axes>"
]
@@ -1276,10 +1658,19 @@
"ax.tick_params(axis='x', labelrotation=-90)\n",
"ax.set_xlabel('Años', fontsize=15)\n",
"ax.set_ylabel('Meteoritos detectados', fontsize=15)\n",
+ "ax.set_title('Conteo de meteoritos por años', fontsize=15)\n",
"ax.grid('on')\n",
+ "#plt.savefig('anos.png')\n",
"plt.show()"
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "La mayoria de meteoritos se detectaron a apartir de los años 60, seguramente por el avance de la ciencia y los equipos. También la población no cientÃfica empezó a tener acceso a equipos como telescopios y binoculares."
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
@@ -1306,7 +1697,7 @@
{
"data": {
"text/plain": [
- "<matplotlib.legend.Legend at 0x7fd8b27de9d0>"
+ "<matplotlib.legend.Legend at 0x7ff702da5950>"
]
},
"execution_count": 19,
@@ -1361,7 +1752,7 @@
{
"data": {
"text/plain": [
- "<matplotlib.legend.Legend at 0x7fd8b2096190>"
+ "<matplotlib.legend.Legend at 0x7ff7026e40d0>"
]
},
"execution_count": 20,
@@ -1395,6 +1786,13 @@
"plt.legend()\n"
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Por el mapamundi, se ve que en continente Europeo y el Asiático hay mayor cantidad de meteoritos vistos caer que encontrados ya en tierra, a diferencia del Norte de América."
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
diff --git a/reporte/meteorite-ladings.pdf b/reporte/meteorite-ladings.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..bb485417f57cc18a4c6c4710e5b96d5980bb0f9c
Binary files /dev/null and b/reporte/meteorite-ladings.pdf differ