{ "cells": [ { "cell_type": "markdown", "metadata": { "id": "qodI9jmPFmAk" }, "source": [ "# **Imágenes Satelitales con SDR - Módulo I**\n", "\n", "**Objetivo:**\n", "\n", "En este primer módulo el objetivo es estudiar los satélites con los que trabajaremos durante todo el proyecto, los satélites NOAA 15,18 y 19, y la forma que tienen para enviar las imagenes a tierra.\n", "\n", "* En la primera sección buscaran información sobre estos satélite, que tipos de imagenes envian y que sensores utilizan para esto.\n", "\n", "* En la segunda sección trabajaremos con las señales APT. Estas son la forma que tienen los satélites para codificar una imagen como una señal análogica.\n", "\n", "* Por último, en la tercera sección estudiamos como modulan y transmiten esta señales analogicas los satelites.\n" ] }, { "cell_type": "markdown", "source": [ "## **1. Satélites NOAA**\n" ], "metadata": { "id": "GVUnSri8v5qr" } }, { "cell_type": "markdown", "metadata": { "id": "e5KxjMBY9v45" }, "source": [ "\n", "En este proyecto trabajaremos con los satélites meterológicos NOAA 15, 18 y 19 de la serie Tyros - N. La razón de trabajar con estos satélites es que transmisten una señal en la banda VHF (Very High Frequency, 30~300 MHz) que es fácil de captar con equipos sencillos de radiocomunicaciones, como por ejemplo mediante el RTL-SDR y una antena casera.\n", "\n", "Los siguientes dos ejercicios tiene como finalidad que busquen información sobre los satelites NOAA y el sensor AVHRR. Esta información debe ser agregadas al fundamento teórico del informe final." ] }, { "cell_type": "markdown", "source": [ "### Ejercicio 1 - Satélites NOAA\n" ], "metadata": { "id": "ljmVFmVLv95y" } }, { "cell_type": "markdown", "metadata": { "id": "5HuEUjdmHB4p" }, "source": [ "Investigue sobre los satélites meteorológicos de la **serie NOAA 15, 18 y 19.**\n", "\n", "\n", "* ¿Cuándo fueron lanzados?\n", "* ¿Qué tipo de orbita sigue?\n", "* ¿Cuánto tiempo demoran en dar una vuelta completa?\n", "* ¿Qué tipo de información monitorean?\n", "* ¿Qué diferencias presentan entre modelos?\n", "* ¿En que frecuencia trabajan?\n", "* ¿Qué ancho de banda tienen?\n", "\n", "Estas preguntas sirven como disparadoras, pero buscar toda información que le parezca relvante." ] }, { "cell_type": "markdown", "source": [ "### Ejercicio 2 - Instrumentos de observación\n" ], "metadata": { "id": "PcCHS-BTwIWu" } }, { "cell_type": "markdown", "metadata": { "id": "L44SyGFgfySm" }, "source": [ "Los satélites de observación disponen de varios sensores que pueden estudiar partes específicas del espectro electromagnético. En particular los satélites NOAA 15/18/19 cuentan con un radiómetro denominado AVHRR.\n", "\n", "**Busque información sobre el AVHRR**\n", "\n", "\n", "* ¿Qué mide este instrumento?\n", "* ¿Cuáles son sus aplicaciones?\n", "\n", "\n", "\n" ] }, { "cell_type": "markdown", "source": [ "### Referencias" ], "metadata": { "id": "9yzQ07OXysXd" } }, { "cell_type": "markdown", "source": [ "\n", "Algunas referencias utiles para los ejercicios anteriores son:\n", "- \"Construcción y operación de estación terrena para el seguimiento de satélites\", documentación del proyecto de fin de carrera de Ingeniería Eléctrica de los estudiantes Joaquín Gayoso, Damián Melgarejo, Gabriela Mullukian, 2019. Disponible en: [https://iie.fing.edu.uy/publicaciones/2019/GMM19/](https://iie.fing.edu.uy/publicaciones/2019/GMM19/)\n", "- Guía NOAA (en inglés): [https://noaasis.noaa.gov/NOAASIS/pubs/Users_Guide-Building_Receive_Stations_March_2009.pdf](https://noaasis.noaa.gov/NOAASIS/pubs/Users_Guide-Building_Receive_Stations_March_2009.pdf)\n", "- Guía detallada NOAA KLM (en inglés): [http://webapp1.dlib.indiana.edu/virtual_disk_library/index.cgi/2790181/FID1497/klm/html/c4/sec4-2.htm#t422-1](http://webapp1.dlib.indiana.edu/virtual_disk_library/index.cgi/2790181/FID1497/klm/html/c4/sec4-2.htm#t422-1)\n", "\n", "A su vez se incluyen algunos videos en el final del notebook sobre la historia de los satélites los cuales son interesantes de ver." ], "metadata": { "id": "g21EEoKryfPu" } }, { "cell_type": "markdown", "source": [ "## **2. Señal APT**\n" ], "metadata": { "id": "nYp1mMXgwUEG" } }, { "cell_type": "markdown", "source": [ "### Estructura de la señal APT" ], "metadata": { "id": "t8ISg4zr8Hpv" } }, { "cell_type": "markdown", "metadata": { "id": "lNczqNAyHfbo" }, "source": [ "Los satélites NOAA transmiten una señal analógica denominada APT (Automatic Picture Transmission). Esta señal puede ser agrupada en frames, donde cuando un frame termina de ser enviado comienza el siguiente frame a ser enviado. Un frame APT esta compuesto por dos imagenes, denominados canal A y canal B, a los cuales se les agrega campos de sincronización y telemetría.\n", "\n", "Si bien el radiómetro AVHRR cuenta con 6 canales, en el modo APT solo se transmiten dos de ellos en simultáneo, denominados canal A y canal B. Los canales que se muestran son seleccionados por el centro de control de NOAA. Típicamente se muestra el canal visible si es de día y un canal infrarrojo, y si es de noche se muestran dos canales infrarrojos. A los canales se le agrega campos de sincronización y telemetría, y con esto se obtiene el frame (o cuadro) APT que se muestra en la Figura 1.\n", "\n", "
\n", " \n", "
Figura 1: Frame APT
\n", "
\n", "\n", "Los campos de sincronización, que se ven como barras verticales en la imagen anterior, permiten alinear la imagen y corregir el efecto Doppler como veremos más adelante. En el campo de telemetría hay información necesaria para calibrar la imagen (recuperar los valores de gris originales y que fueron escalados durante la transmisión), datos de temperatura del satélite y los tipos de canal que se muestran. La estructura de la imagen APT se muestra en la Figura 2.\n", "\n", "![imagen_1.png](data:image/png;base64,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)\n", "\n", "\n", "\n", "En la [Guía NOAA](https://noaasis.noaa.gov/NOAASIS/pubs/Users_Guide-Building_Receive_Stations_March_2009.pdf) puede encontrar información detallada sobre este sistema de transmisión.\n", "\n", "La imagen (o matriz) luego se serializa pasando de un objeto de dos dimensiones a un vector unidimensional, para esto se concatenan las filas de la imagen denominadas «líneas de video APT». Cada línea de video APT se compone de 2080 muestras de 8 bits y se transmite en un tiempo de 0,5s. Es decir que la tasa de muestras es de $\\frac{2080 \\text{ muestras}}{0.5 s} = 4160$ mps (muestras por segundo). La codificación de 8 bits sin signo permite representar números enteros entre 0 y 255, donde 0 se corresponde al negro y 255 al blanco. La siguiente imagen muestra la estructura de una línea de la señal APT\n", "\n", "\n", "![imagen2.png](data:image/png;base64,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)\n", "\n", "\n" ] }, { "cell_type": "markdown", "source": [ "### Viendo una señal APT real" ], "metadata": { "id": "btLRu5218LBW" } }, { "cell_type": "markdown", "metadata": { "id": "i20yeEUr06Ox" }, "source": [ "Con el siguiente comando descargaremos un archivo .wav que contiene una señal APT ya demodulada:\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "dqMWIgKrjQ4P", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "adcb3ca1-9aaa-4259-cf33-a8ca74336ec0" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "--2024-05-15 20:31:37-- https://iie.fing.edu.uy/~gbelcredi/tallerineImSat/wav/am/apt.wav\n", "Resolving iie.fing.edu.uy (iie.fing.edu.uy)... 164.73.32.20\n", "Connecting to iie.fing.edu.uy (iie.fing.edu.uy)|164.73.32.20|:443... connected.\n", "HTTP request sent, awaiting response... 200 OK\n", "Length: 967868 (945K) [audio/x-wav]\n", "Saving to: ‘apt.wav’\n", "\n", "apt.wav 100%[===================>] 945.18K 1.10MB/s in 0.8s \n", "\n", "2024-05-15 20:31:39 (1.10 MB/s) - ‘apt.wav’ saved [967868/967868]\n", "\n" ] } ], "source": [ "!wget https://iie.fing.edu.uy/~gbelcredi/tallerineImSat/wav/am/apt.wav" ] }, { "cell_type": "markdown", "metadata": { "id": "lk0pOfOmWvAQ" }, "source": [ "Ahora veamos como se ve la señal en diferentes escalas de tiempo..." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "P9lw_SaxU41b", "colab": { "base_uri": "https://localhost:8080/", "height": 554 }, "outputId": "07c29149-2d06-4ade-8112-de2b8b75ec14" }, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" 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}, "metadata": {} } ], "source": [ "from matplotlib import pyplot as plt\n", "from PIL import Image\n", "from matplotlib.pyplot import imshow\n", "\n", "import numpy as np\n", "import scipy.io.wavfile as wav\n", "\n", "# Leemos un archivo wav, y lo guardamos en data. Adicionalmente registramos la tasa de muestreo en rate.\n", "rate, data = wav.read('apt.wav')\n", "data = data / (2**16-1)\n", "data = 255.*data/np.max(data)\n", "\n", "# Creamos el vector de tiempo\n", "t = np.linspace(0,len(data)/4160,len(data))\n", "\n", "plt.figure()\n", "plt.title('Señal APT')\n", "plt.rcParams[\"figure.figsize\"] = (19,3)\n", "plt.plot(t,data)\n", "plt.xlabel('Tiempo (s)')\n", "plt.show()\n", "\n", "plt.figure()\n", "plt.title('Señal APT (tramo de 500ms)')\n", "plt.plot(t[0:2080*1],data[0:2080*1]) # Nos quedamos con las primeras 2080 muestras\n", "plt.xlabel('Tiempo (s)')\n", "plt.savefig(\"grafica.png\", dpi=150)\n", "plt.show()\n", "\n" ] }, { "cell_type": "markdown", "source": [ "### Ejercicio 3 - Señal APT\n" ], "metadata": { "id": "Uqb35GEX9IbL" } }, { "cell_type": "markdown", "metadata": { "id": "1_oIn5YUdaL6" }, "source": [ "Reutilizando el código de la parte anterior, intente encontrar en que muestra comienza la primera linea de la señal apt, y a partir de esto gráfique la primera línea completa.\n", "Identifique que muestras conforman los campos SyncA, SyncB, Telemetria A y Telemetria B de esta linea. Grafique cada una.\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "KUiJfO8DGYLN" }, "outputs": [], "source": [ "# COMPLETAR\n", "\n", "\n", "\n" ] }, { "cell_type": "markdown", "source": [ "El siguiente código permite generar una imagen en escala de grises a partir de una señal. Para las graficas obtenidas en la celda anterior (primera línea, Syncs y Telemetrias), observar como se ve su imagen en escala de grises." ], "metadata": { "id": "kbnb5aVW_OC4" } }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "42f03M04z915", "colab": { "base_uri": "https://localhost:8080/", "height": 236 }, "outputId": "5421a634-1977-4ae7-83e1-761bd216ac6d" }, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" 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}, "metadata": {} } ], "source": [ "# Señal a observar\n", "primeras_2080_muestras = data[0:2080]\n", "\n", "\n", "# Como grafica\n", "plt.figure(figsize=(19,2))\n", "plt.plot(primeras_2080_muestras)\n", "plt.title('Grafica')\n", "plt.axis('off')\n", "plt.show()\n", "\n", "# Como imagen\n", "img = Image.fromarray(np.reshape(primeras_2080_muestras,(1,len(primeras_2080_muestras))))\n", "plt.figure()\n", "plt.rcParams[\"figure.figsize\"] = (19,2)\n", "plt.title('Imagen')\n", "plt.axis('off')\n", "imshow(img,cmap='gray',aspect=20.)\n", "plt.show()\n" ] }, { "cell_type": "code", "source": [ "# REPETIR PARA OTRA SEÑALES\n", "\n", "\n", "\n" ], "metadata": { "id": "z94TCI3rAO9W" }, "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "H6WdoZI2242C" }, "source": [ "## **3. Transmisión**\n" ] }, { "cell_type": "markdown", "source": [ "Una vez generada la señal APT debe prepararse para su transmisión, por un lado debe adecuarse a la porción de espectro asignada y por otro lugar debe poder resistir el ruido y la interferencia que pueda existir en el canal de comunicaciones.\n", "La modulación en el sistema APT tiene la particularidad que combina dos modulaciones que vimos en el curso: FM y AM.\n" ], "metadata": { "id": "PB9ZR4Cd2Je4" } }, { "cell_type": "markdown", "source": [ "### Modulación AM" ], "metadata": { "id": "TOflJGKU2KJq" } }, { "cell_type": "markdown", "metadata": { "id": "GpOGcBClO0dL" }, "source": [ "\n", "La primera etapa de modulación consiste en modular en amplitud (AM) una sinusoide de frecuencia $f_{p,am} = 2400 Hz$ con la señal APT $x_{apt}$, obteniendo $x_{am}$:\n", "\n", "\\begin{align}\n", "x_{am}(t) &= x_{apt}(t).\\cos(2\\pi f_{p,am}t) \\\\\n", "\\end{align}\n", "\n", "En la siguiente gráfica vemos que la señal AM generada es un tono de 2400Hz (en rojo) cuya amplitud queda delimitada por la señal APT (en verde).\n", "\n", "\n" ] }, { "cell_type": "markdown", "source": [ "### Modulación FM" ], "metadata": { "id": "qnjmE_Ii2PcL" } }, { "cell_type": "markdown", "source": [ "\n", "En una segunda etapa se modula en frecuencia, en una portadora $f_{p,fm}$ alrededor de 137 MHz (cada satélite tiene su propia portadora) con frecuencia de desviación $f_\\Delta = 17$ KHz.\n", "\n", "\\begin{align}\n", "x_{fm}(t) &= A_m \\cos \\left(2 \\pi f_{p,fm}t + 2\\pi f_\\Delta \\int_{0}^{t}x_{am}(u)du\\right)\n", "\\end{align}\n", "\n", "\n" ], "metadata": { "id": "0PSWhVUo2RAi" } }, { "cell_type": "markdown", "source": [ "### Diagrama de Transmisión" ], "metadata": { "id": "hlKsbokM2Uhm" } }, { "cell_type": "markdown", "metadata": { "id": "KSsKS-OFg6A-" }, "source": [ "![APT FM FFT](https://iie.fing.edu.uy/~gbelcredi/tallerineImSat/fig/diagrama.png)" ] }, { "cell_type": "markdown", "metadata": { "id": "TTwtNi0mjTKX" }, "source": [ "### Diagrama de Recepción - Ejercicio 4\n", "\n", "En base al diagrama del sistema de transmisión, realice un diagrama de bloques del sistema en recepción, desde la recepción en la antena de la señal $x_{fm}(t)$ hasta la obtención de la señal $x_{apt}(t)$.\n", "\n", "Para esto, indique cada bloque como lo implementaría en python.\n", "\n", "A su vez indique en la salida de cada bloque la expresión matématica de la señal resultante, indicando el ancho de banda de esa señal. ¿Qué frecuencia de muestreo le parece adecuada al recibir la señal con el sdr?\n", "\n", "Por último, explique con palabras como se podria recuperar la imagen a partir de la señal APT, y que problemas se pueden encontrar al tratar de implementar esto.\n" ] }, { "cell_type": "markdown", "metadata": { "id": "opnlm01dk1AX" }, "source": [ "**ENTREGABLE INTERMEDIO:** Se deberá entregar los resultados de el ejercicio 4 para el próximo Miércoles 22 de Mayo a las 23:59 hs. Este es necesario para poder luego implementarlo en el taller 2." ] }, { "cell_type": "markdown", "metadata": { "id": "C5Oin8WiFHGD" }, "source": [ "## 4. Videos sobre Satelites\n", "\n" ] }, { "cell_type": "markdown", "metadata": { "id": "S7F475-l-INR" }, "source": [ "En esta sección se incluyen videos que ponen en contexto el origen de los satélites artificiales, cómo funcionan y cuáles son las diferentes aplicaciones de uso. Para correrlos primero ejecutar la siguiente celda:" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "hGdN86UtfLsI" }, "outputs": [], "source": [ "from IPython.display import HTML\n", "from IPython.display import YouTubeVideo" ] }, { "cell_type": "markdown", "metadata": { "id": "N5fRiWfm9ST5" }, "source": [ "### **¿Qué son y cómo funcionan los satélites artificiales?** - 10 min" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "2LLLkQC82hwx", "colab": { "base_uri": "https://localhost:8080/", "height": 621 }, "outputId": "2b6a611b-c634-4c9b-8a36-7de0dbab59d5" }, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "" ], "text/html": [ "\n", " \n", " " ], "image/jpeg": 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c9pNMl0TBAKRIaC0AGefMIBDSS08sSlINoIGDv1QJ0zMRPRO8kEHJO5KphtF1gIB3KzQaVKb2hhLLQWgz1nmirSNO2R6wlfV8D9EPp2h+na+s+jQf3mU6YEkdc7c1lxz0R+iaY6rh9Z9akxtz21B3gOoIwVNtdN1t8vLnQ3JjYJtphzCQ7vA+r4dUwWtda71RzbuSrqupgtdTmbQTkYPPkqyxECbgZ5IOT3QVTqjnjvku8SpAkTgILY1uS90RyjdbadrtRUDXRDTJIH6rna0kjnPRetQpCjSDRvzWpNjQCBAWbiQFZMBZEyujLq0Li3UB/Jold7tdUr6Jj3905BgQuDh5pGse1Lhg2gcz4oD3mjUpE4b3gFx5MZe7e3XptVkiEPqlsknurj0zofC7KzGgAYLdyZXCNY3s46r3PPguaoYEHmupxaWFx9i82q4FxMreM2lpktB3QCycrOceKAJXSYRlpf8As4V0jc4AwshgKm4Ktko3qM6LMSF0SHs9ixhOPcgQCaoNgZGU2iFtCAVtCQblWAtFpgKwgCeStrCrENipAEJrWgQrAgpAZVQrqgQmGlUGrfTBk+m2qwseAQV89q6L6Gocyp7DG4X1ELn1mldXpE0iW1mg2lu56j2rHJhtdvnZdF7IaGHHX/lTPcILtzMfqrN0C5rWMdgG3opMU6hLSHgbEjdeVSLgA0NEOBkundO94luDIA9UFQYu7sx4py6S4kydygDTeA4lpAabSY2PT4FBtuEAkIA+zccbgb5RTDDUb2hc1k5LRJ9yBOBa4g7hWAG0w5zZLpido6pNhtwc2Ty80PFoZ3g6RMA7eCB9q823Od3BDM+rmf1KlzbZhwI6jmrY8ljmAAg7CNjj5JAQfuznB5IIgxKbicA8k6kSYddnpCqmHCy5psediYBQLtCanaPY108iIHwUASQCYnmrqNtgTJ5jp4JBjiTHLMoCCBZ/iyIyqd2jy2+XQ0wOgymxwp1GVHF19107qjqCTXDg13aEm6MgzMgoMBHMwqYQ1xM7bSN0yGXxMDrupEDJ67INHltWqG0xa0CGzkn+D+ah3eq/ad3OYG3sTa4QADbuTOQUOBm6oCLhIgboE+0ONrgQ3Yget4ph5aHNkQ7fCQDnhrG94iTAH8dEdn3QZgxORHuQDjebicc1T3U4tY3wkiOe+6ztIEkYWjXU2tcLbnECCeRQfq3otxDT8Q4Hp2UnC+hTFKozmIEe4rXibtPwzhepq13fYhhAY4+sSNh5r8n02oraWo00KzqLz9+m4gwY6K9Tq9TqyPpmqrV7QbTUqFx+KmnTr7MKbKTgTUqlkHYNklXTb2b6bqoljh0nHXdZR3B3Tvv1WtJljpc62HC6GXQOqrmzc31iwEsBiYQQGBrmvBdvA5ILXA2nuznOFVt1W1rQJxAyg6tBTLz2rgMYGN12pU2inTa0cgk7lldZNRmk6Yys1bjAgrMlUaUKvY1mviYOyp72065IJcw9FhKFmxXQ1wa+eq6XPAYOcLjBBCfay21ea9qsrF7iWESuaIK6KgkGNlgMnK64a0ABWAk0XOAAXQGwFcspijG1aMpk9EEydkBWd1bNoiIvEquzcxsO2WDT3l00qkYdkdEsyneDNOFpUdTdljS3wVMpOqtubaeWFrqkm72ZZtVgJupPZu1O0rUyl+KKZKsJAYVbBbgE2zCQEq4XSTQYhUJQAIVALQEKk4QINKtmD5IjxTA6bpoeZ6UaMUdSNdTYOx1zLgI9R4IuHht8V4NSnUYQKjS3EgEcjkfmvv3aP619HdZo4mtSPbUet0bD3R7V+fhzmElriJBBg7heDWrcfDX0prA4m1rnNjfpzP6qXX1HSXXuPjJTFVzXscD3mbSJ28FJBJOIO+UDqHMd3H7KTZdDRuThICSmGwRcYCAJgQCY5pERHiqbDQS4Gfu4wh0F0AACUA0tFM4lxx5I7okPDrgtSGdk0NaSS3ffvT8MeayvLmtY53dbMeEoGIFO4ObdMWxkjqlfNgc0EMxAETmcpvtZ6huDm825CZDj3i8Sd/COqBivZUBpttaHXBslSWuLN5AE74ASZ3nyTnJ2VWuJLJDSDEEwghjS4mATAk42CdS0nugDqAhjCTjMbiU2FzMiYcIweSCqIYWuDmSRmScR096kSWOADdue4SBseYh3LIQWw8NMtOJlBTHMcWip3WAi4N3PXfmgkVXw0EGYa2Z8gtHdmyWNLbXW5c3PnjksnNgS4ZgEW7e1BfYVGVHUgWHu3Eg4iJU31OxLR/RmJjnH/lQTIMnyC0YCaJkOayZLgMH+JQS4uqg1HvBIgeP8YSOTDYIHMDdHZky4Ahu4VOpGkAXiSYIE4giUGZycCFdQS4gONSMBwmISa1xeGGYByOnVAY/JaDHh0QW4h7bi0QGYDTEHAnz+ahrzdvk8yhwtcWuIJBiQZCdoBIyXTgxiECtc4GB6oyZXXoqcPdObfzXJJe6BjMxsAvT0rQyiMzJmYW8INipJBVLLMStspS5plJBJQSg5Unqs1oXFUXiIUEKTssWSjf1mgKQwSsQ4jnhWCYCz0+Bs0AHAVOwFLXCRK0Aa6MLlqy92WEymBK6uyHIBTUaAPFdseSZXSsg2FowxyBUhUF2TZjeVtTrOYe5A643WQTAUuMy7UbivUukOjwhUx1oMsa4nmVmwLQBamOOPxABVGElQ9VbkDAwqbkoY3GVQauoY8lSQVgdEAAqR4JgKhKm4KqE4VR6HBK7aOsBJta7BXyXpZw46Hj2pDWHsqn2wjkHHPxkL6GlAIJGyfptpfpXCdJr2NutJYcZAI397fivH6jHpzmXns1j9x8GQ2yQ7PMH9EPcXHLrj+0VToLS5rI2B5j3pANdcWGM4a7J965qmGkDMdZV13MNQ9mIZiBvy8gp7R+ROCZIG0+XtU/d357KCmAbum3mQJhAuLCTlu0xsl6hEgHwOyR8EDjaDlBaWOIduOmU6YDgRu47ZRa+18GWg5ygbATLmxPSFbHRc5wuIiDGPI/D3LNpsDgQ4Fw8kBuAS6ATEc/cgp9tKrDQ14acE8/cUENc4wWtEDHJI4i4A92Eob2hiLQcAmZQDRh2QMYmc55K2y58NLixuIGf4kqWPFJ7pYHYIHgeqQLbMSHzuOYQU55bUdY4HPrAbxzCzJJOd1bCS5oa4NM7kwk50yIBM+tnKBl5eO9LoGPBVRDSHB4eZEi09N/gnpaHbutETkifvRyHmsw0uByA0cygHgYc0G04ytT2Tm3hjgRJLR6o6JEXS9rmABuxgE/8AKlgm4NLhj3+CBSJaHyANxzhVToueHOFpDRcQXZIQx5AJLQ4kQJbIAPNS8NAhpBIJG6BuFha9rmuziPkoy18EGRyKbRLce0cym9pZUIaHNcT6vQFBN7uo9ysNJJNUukt7vinSFRrHlgNzcyBkfqsyfP2oKa2KjYdgmJC9e2AB0ELztMwPri0kAG6CZXpkQumCJOAs5kFXvzWb8HC0hDJUlPlKnmi6I7o8EjnKQUqlMnyUl0hUojJyFgABmFpEqQJzzVsGURTWkwtWgjCzaIK2JgJodVF7SYjcbrnqGahTpViwyNuit0Vjc0Z5hYxx6LtGQ3TlasoOIkwB4oNBzYdFwO0LtMsbAqbHPHdbK7NFoRWeTXf2dNuXRl3sC2oUHUaQvEXZhaadxp6r7PJAkE9SvJn6nWWobYjhtfsjVax1twa24RcOo6rnLS1xaRBC9p9WHOY77Qu+9OykaZtQZY248+qzj6zpv7jbymsuGN07DtC9nT8PHamyAYySqqUKbMOAcDgPbv7l1x/1Dj3rSWWTbx27BW0YWlbTPoPLHxjmMgqaeV9HGzLvDcAbCYGFREJrYQGVYQAm3KCkxHNJMBXQoNxhd1e7Vei2tonLqQNRuJyIcPiFwgwF28Lqhtc035ZVBYQvP6rC58V19d/6Z3X53UqHtHlrnQ4EY7pM5zCwWuqpmjqqtI7seW58Coi5slwxyXl3t1JgbPfmI+6qbIpmHb4jmVDTCoPgtwBAjA3QUcsDnFsnGd4QWNdRuYMtdBxy5fqobDibnRjCpzLHPY4w5uMGcygRc3ulgLSBnPNU0PqFxa2bQCSB6o2UkNJIaHEzgygOcWWz3RmEDL8hw9YCCTkKbpEHJxlDTEumCqAc57bG2k4GY38UCeBdOw5ZlJ2Wg46QggtdBIlpiJlEy+52ZOyBK2Foa8DJIAEiefwSeC2o4ObaZyEhl2MZwgYdY8ltwI28EmTeImTjC6Tw7XnH0PU9c0ytm8I10tu01YtAn1SPdKz14+V05KjOyf6wewOgQYu/WFnggmQMYHVei/g2sYy36JVLusRHxR9T64+rpLXScFw26ZKnuYeTThfFQt7NhADQCN8xlSGuLS87bTK7hwfXMNxott6OqNH6obwrXMkinS2g/bM+ae5h5RxNcy9pc0kDcTCdzqb+0FsmcR1XeOFau25poNxBBqs+ak8Mrv7rq2mnAH2zQAnuY+VcDXlwtIuxjwVNiwODZt9aR1XYOF1Gn+sabw+1CX1Y476rTAbD7SU68fKORtWztA0mHtg4Gef6ILHincPUmCR18V0nhhH9r0v4z8lo7Q9mCwa+gG4Nt7hnxx5q9cNMeHD7c+AXoOEhY6eg2iSW1qVUxH2c494VuJiQuuF6omiOMqHG4q5WZWyQclPNMzCRdmIRUlB2QQCcpEeKx3Qic+xSciQqcQOSlsjG6gseqqCkCeaoCERSck80oTaMqxpY2WjDGygAjkrmFtnTd1UvYGkDHNdGhddVawzANw9i45XZw8fb53jC5cmMmF0lb6lz+0dTEzMCeS2ot+zd3oMRKLBV1IJOTO3RaEBxBEBoOAvlZdiQqYhwaAfauuLGElwxlZNqU2DBk81nXrF4gCANsrnl3Ozsp6x2zQIG5Kz1NanVe6GmSZHlC5KRgHe49VrSD3VG48Fg+eyqMHu1MsOCP1SfoKzKjeyb2jHCQ5uQuyrphStIae91XMQ+8i4jyK9XB6zLg7fMZyx1S1GjqUwHOYQFz2r0KD30ABNwO4OxT1mnD2itp6ZDHDvD9kr6npfW4896bNVjq1e7zlQwlCpolfQ7OphUACUW4gbqg1XsmxaE6ctcHNMEGQmGpjCa3NK+O9IAGcc1jQe66rf78/quAFxYWBwAxjqvb45p21eKOedTpWd1vdfcDtzgLgboWklw12mDm5bDnY+C+Tcpj+3w3pwEASDuOiCCIkROQu0cNkwNbpM/4z8lf1W+nUAdqdITGzqhG48lOvFdVwuJtF4dPIk8lM4HONl3HhlTH860p6fbBP6or8qumPlWCe5j5NOGclwgZ2CRMkwIC7fqnU8nUD/vN+at3CtWQS1lEBx9UVmmPinuYeU08+3IyPNUe6AW1JcOnJej9T619KSyjcwQAKjJOfDffml9S64stFBpdM4cJiPOE9zDyaec3LpMuJ+JVEWgEETtEZ9q7jwbXF4jTVbRExE+MZSPCuIWd7RV3HYGDhPcw8rquFwk92SGjeOXVAaAJnPRdQ4Zr2946KuQBsablP1frLBOkrDP/TdKvXj5NLdr9Y7unUOdjOZhJtWrWqy95YzPeA+P5LOnRqVqnZ5LxILeYA3/AI8Fle4vvxMzkYSY4+DddZbXqCpbVm0/tACBvknHLzWD6tVoaHPeJAjvSI/iU6bDXqS2L7XPcCQBjOB+iis/tnuqOdBwIz7FdQ7m6tV7NsvIHgfJSKz7HA1DJjdBhoscG3Eg3zMCE2stbdDXhpmORH5qoZudSpiSS4nJOOWP46pPN5ZbBP8AGEntNofgDaBCkmHCRkDogb2EEGZDtiE2hjmudUebhsImf4wkSXkA8zMlFsSC6DMRBSqIaXCJA5ypAE5VNJJwY5Y3KkiADOZRHr8M0Ta2nL6Opouqnek5wYW+0rqfw/Vgd3Tvd/lF35LyeHyajj4LrJlaxmWvk+2jtPXpg3UKjfNhWLu7vhUNRWpnuVajfJ5Csa7VgQNVXH+4fmrvKf5OznuBUz4LqHEdX/eHkeJn80jxCuR6zI8aTD+YUty+hyl2VJJOwXQddU3LaJjrQZ8kfTXD/wBHTH/Yb8lneS6c2egVAEhdI1u06bSn/aAVfTB/dNN+Ej9Vf3eEcwblXYZW41bf7npv+/8AeVfSqR/sWn/7/wB5X93hGAYd02jOy6W6iif7HQx4v/eVivRz/NKX4n/vK7vgYAbKxTPQLcaih/cqX4n/ALy0FehH9Tpfif8AvJ1ZeFc7Kd2Ikr1aOj7Kk2BNRwz4eK6eCnTv1LW/RKY7UFphzj3d+Z8Fm7XU2Nt+jU5fEw523vXj9TzZf8ZE6ftlcLO7t1CTHEDdJtaliNLS/E75qu3pf3WnP+Z3zXgytv0X4ScY5qm7GcQn2zd/o1H8T/3kDUUxH81pT1l/7yx/4c7ZFNABuLoJxlbUn2vEESMrNtdjs/RqR87/AN5aMrU5/q1HzF3zWLsdj9U6oO+JPI9Fk1rXPy6FA1YabW0KXtB+a0bXcSP5vQ/CsXfg6iGPWOF6fC3nvUntuY7vT0XIHus/oaX4AurT6mo0tZTptnnDQtcPJ7fJMvDnnJZp52v03YV3WxYTjK5mtIzhfSVavasLSYIxcADnyIXlaurq9M+DVlp2c1uCv0npvWY+o7Ya3/8Af4awv1XEJIxlaBjycNJ8gqZrNSdtRVH+qE/pVc/2iqf9ZXu/f4dOmAabVO9WhVP+grQaHUR36dgP7bg38ysS5ziS4k+ZSHg5WzLzP6/9rNR816WaSlQ1wcNUypVc0XU25tx1Xg4AXp+kjg7i9QCRaGgmd8BedRFM1AKpIb1HJfMs1b320A4BtoAyQZjISzdyEqqzQw9x0sd3m5ExPPofBQNiCfgophxJ25ZjCbGlwdbGBKRJiIA2RDRbLpkZgbIbNzgWDrPuQ5zg1uY32KkEghUabm1LHYI3B5FEAfVBEPfnxVnUvttD3huJgnKlwdcLjJnZdVLh/aNc64wBPxU7HdyivUAIvOd+a0Nas0RJaYndU2kxju82/nB2MKAO0qFoJDXGbQcK9MVp9M1DX9zUOwJyQgcU1rf7RU/EV01NDRZoxVh105zhcLmtaN+ZWejHwd58JDbyxrA575i2JnpCu3FO6258QQ4QBtkDn/HNdDuHVDJp1NNtyrs/Uo+qdZcRYxx8KrD+qnXh5NVhTrCgS9jrqkxJZLS2CDv8lmTTNSGyGTz+S7PqjWkwKGCcd5p/VMcO1jW1C3Rvkgfd9XIMj3J14+TW3ALBuC74LRru0a2mGCTALjJP8fJdI4frQLaujrnNwimcnHOOihuj1rHSzS1wP/bKszx8mnOIsxF0n3KCLnd0Erpdo9QxxB0z9t7SQFAbqGH1KgAzABGVeqIhnaZLD6gmZ2WZMmSZK0NOowg2kAyAY3VtbTY6XiREx8k3FZhxi0iAcjCUQQT7QVTQXTkkNE7oDsOyDIzIkqmm+jfFVzW+qZIXVdPguGi6yrTBM+BG0rtPdW8e6SEYmZSSJkqS5UKe9hIHdGyRMjCl0dicefJEg+9E8iPgpghT4NLaMZVjkpHh+Soe1WUUMqoSGMKhlaZU0E7FaAqGbJyqNAt2DCwBW1I5koltj2OE1vozvpDg2abD2YP3ycfr8F573y8RsML0HUhV4TT1DLZb3XwRLekrz6jLWtP7WV83m75VrLG6O7CppELNo2BVRJOV5a4zdatdOFUC4RssW4C2YYCxSxo2DjYp0wQST+akETzV0xIlc7exfns0bDg381uwkDCwaMjdatOYWLR1sd3mgkwtGhtwIPOMrnY7O679NR7xLiCG9F58qnzdLptdLC4c8SYWrXFzrHAFnQ7KxSuaJBwcK6NMg77qzc7x3nHfplquHsraf7Km0VRtaInwXiVKNSi+yo0tdvBC+qDgDDSvE433taI5NEr73+leqzt9rK7ay4+mbedKoQlshxDW3dBJX6C6kc5uviONPNTi+pM/fj3YXJBPdDRiSqr1O11FSod3uJSaIcMB08ui+Rb3dNExhfUayQJMTyCDaCRE+KYpuJgMcT4BatoOFNxdRq3n1e7jxnCmzVYNMHkfNB5YW7NFXdgUas/5DCoaHVB8fRdQRP8A0zMJ1TyarCD2ZdiJg4ymwuva2eYW44frYM6TUeB7I7rRnC9a0hz9PUDQZy0rPXj5NVzU2l1Yea97S0vsngjBYfmvG0TTU1QjJK+04fwysdLUc6iQbTuY5JllJO64vm+K0KFBum7FwNR9MmoJmDj3Lh0LLq+0r0NVw6u7UOdfpxIcc12Y+K34XwioHXHUaXfcVgfyWcc8ccdbLvbvp6fT09E1+rEUw83Ajw+a+b1/Zu1NXsMUu0dZ5L7PiOkojhYZW1lJrS4FxDiSfgvkq2iomoY12ngPIEhxxjwWMcp1WleaXxABJAECeXVWKoEhzQ4EBp5GPntlew70U4gYmrp8f4j8kH0X4iSHPfSfAA9c7Dlsr+q4fyXoy8PD2cMxzyFTA1wc5zwCNgQSXFex/JfiDmvNjbvuhrsfFRU9HOJj1KLSNsPGVf1HF+UOmz6eZ2mwZUeJGZxn5JivUFwFV+cA3mAu/wDk9xRjgfos/wCpp/VH1BxNg/qZM4MlvzT3uL8p/adOXhxDXatpxqauRGHlX9O1NRzf53Xb3cw87j+AumtwHiDahFPS1XsEQSAD7pR9T8RpBzfoLjLYktmE6+K/cOmuYcT1hwdVXn/3DCr6z4i11h1Na8GC0n4LR/B+IWydC4SZwMgLI8M4hA/mlfHKwq74r4NVf1rrYtGpqAnm6Am7iOpgOp6mY9a5jRHl1UHhnEA03aXURyHZmFieH60b6WuP9sp/t/Wju6avE9UBPaNLg4yTTbnx2XX9Y6hzGuLqZnOaLPkvNfotWbZ0tcHaSx2V16fS6htItNCsbTEhjs/BbxnH/hNVv9YVv2KB/wDj0/ks3a6tM9npvbp2fJDtPXEzQqj/AEFZ9jV50n/hWunBGh17gf6vpj/8dnyUniJ/uuk9unasjTqj7jvcs3MeJ7pHsTpx+iOgcRk50ekP+yE/rADH0LRn/Z/5XJaY5qS0znCdGJt3N17R/YdH/wDWfmhuvHPQ6T8B+a4QMrQRbuE6IW13fTmk50Ol/Af3lQ1zQf6lpfwu/eXC0jqqBA+8PetdENu8a1vPR6Q/6XfvKhrGHP0HSfhd+8uEOaeYVNIHP4p7cSO/6ZTn+pab3O/eW9PWU4zo9N7nfvLywQVvTcAtdELt62m1zW1ZGj00cxDsj3rq1Tmtptc3Sadwi9ph2R7141N9sFexpHdvQ7P71OXME7jmP1968/qODGzqi42/Dm+lNOfomn9zvmmNUw/2WhPkfmp1VFzHTENI5LBmDlfMyxkc8sbK6/pDNvoun9zvmrbXYYH0TTn2H5rnEFbgiBgBcrImrW30gf3XT/hPzVDUANkaegP9H/KwbAcIAXX2bKtC4Boc3dcrpEt1JMfYacH/ACLdtZ0j7Cl+Bc1ACY5jwXdQLmU3OglvVwWMp4S7A1BujsaX4AvQ0lXHqsGJNrV52lY6pUeS2eQxsvT01OCcP9yzMMd93TDfzXULiwPgQR0UsLrbiAOWycXUQ3MDogybWTIWtYY93sxl33U5wosNSpEALwavEa9So4y0DkLGn8wuvitSvWf2dOnUsG5DcFecNLqDtQq/gK+//pfpuPHD3c9bv/Uebkyyt7LOt1JP9IB5NHyXPxTiusocM1D21SHWWiGiZPsXR9D1P93q/gK8P0qo6s0qOnp6aubiXOimdtl9LmvDMPpJc78vnm8U1d0HVvHi0b/kpdxbiBEHV1vxIZwzX2WjQ1jJmTTM4V/U3Enn+qVZ5SF83/anhvVZVNdrhH89rOnmKjlJ4hrP75XI2jtCt28E4k90HTVBJ3crHBOIuqAv0bwMAhtowp1cU+5/0aycp1mqIBOprdP6RyQqal1UU21qlRzjAAcTJ6LrbwHicz9FOOpb80/5PcUkRpv+9vzT3eLzDpycDqtYnvPdnqlSJGopuBkhwPxXqD0c4mZvoZ5d9vzVM9GeJh7e5TGf209/in8odOTn4ZTl0zC+u0pLdFVzgjI9i4OGei+vYO92Mf519HW4NUY2pSpVGluzS459qxfU8Vm+pZhk+KbwivrdLqtZTcAzStJeOoV8HptEQfIQvX+qOK6bT6jS09Tp20tSIqDJ/Rd/AvRx2lqX6qpTe0NIAE7ws/q+G/ya6b4edxt38yY0n1ivM4tweloNNwuu15cdZSNRwPIw0/qvqOI8Bfq6DaY1Abb1avIp+iVR1eXa6Q092WbD3rP6zhk/5Fwye5CDCe6WRyXwXcsQAArAnMGJUbHMKglWl7E4g5S8kyeoUTdEnzSnPglmcGEbHOVdCpJHLCW6c7QAI+KIdhwBB3CLBk7AoOPzwiYJiUASoaIe9a6d0Phx3ELN2CLZBQ10Hbn1QrsJlSgODmghCBFCROFL+WYVEuGUlcETOVKqGrbClUBC5ofsHuTgfsj3JJrSqAbHqt9yYa39hvuQNk02osafuj3K2hsRa33KVo0SVdhgN5tHuW7QIEALMbrWU2lZkWu8CqFsTj3KzTbGSsm0/FZy4pl3NyrAG4TwVFwad0w8EjqvPnxXHvGbjZ8KhNLzTC5spmBmE7uicCEBoaJXXGStdiLhsEig+CROCu0xka0lxKtkjJUATutZaBHNb1u9ML4U7dSdlRIJlSYjC9sZiSYC8nVVO1rudy2HkvQ1dXstO4j1jgLyQuHLfpuJODsrkgRsnbIAG5OEhHOfYuJupITmCE4ke1BEGCNkO5TKUnmiFRQpYPX2ImDjdAic7IgbxGUV6WkgMErpLCRuuegIphbGLd1nH4tK4tRl7PauqjIaMbrlr/0rF2MIhvgsxDrABsrkoD7Yz1XTVOAuWh/SvJ6pflY4p6J5lSqldNJSGSg7o2QRBQltCB4o2MJg8yEKFJMGVUew9CpBlEU0jbw2QHGRGyTh3iBmOiGmJMCShsZOTk9SU2wSGkwCUpA3z4BB3Q2R8NkKhIO6XuQaUXQS0reVyjkefmuhrg4SEUE+CToO6RmNwkZ5lDQMxCI8EJCf2gptFJgHcpDdWsoITAlCbd1ppQwqGEk0FNVNlJU1RFtHNaNmFDTjGFokKruo7tsKEwusrOmLxDjvgoDhulUIc4nOUwJwt67d3X67tpFmCi7wU5DQ3CAvDlJe7GliEjlO3CkKYdmZBCW/JVaZytBHNdp+66i7ZNAkSqLBvK0JaVOPFevjw6e6bJIprk12o7KnYJucDtyXS9ptXHrq3a1iBFrcArngxMeEzKUgHOU53kFeS3dXZyOqTfWM5CQzyTEQo18Ax4+MpXXDnMoQiQsyqKTZc7AKJQ+TETlHwlBaeSBhDbup6yk1gBuJ8Ardrqbmw1jifHC84gxM4QDB6KaStH13PqAwN+6rOrq/tAeQWBLLZlsLPtafOpTHm4K9P+F7Og1qrj3nlZwScNJJ6FYnVadu+ppD/WFLtdoxvqqHtqBamGXhm6fnor1BP85qY2tJhaDX6logairced5wuXZvrDPJNriagJOT948vFfqNR5HV9YaptOHarU3g4ioYj3rRnFtZVqzV11enO5aSfhK43PBumS+e6doCmLYImRvjZTox8D0PrjWtLAdXqAeZJnyx5KqXGuIF7p1b5AkXERvzXmPc4vkmSfFWHOaHuc4hzxzE3Ceqz7WHiL1Xy9FnG+JlzW/SniRMmMeO2Ah/HOK03mm7VOEdWj5LzboDTb8FdN4aL7WgjaRIOE9rj/GG69D+UHErXTqzdgjuNiPdvshnH+K1HhlOvkwALW5O3ReXgkSDE4AKuLS2rTGGwSBOP4Kns8f4z+jdem/jvF6dU06mosc02uBY3B9yv6/4jhp1bPWMvtaREYxE/wDleQ157YwXOmYMZJ6rajUbp2ua+kyq4uBBLpjnEcwns8f4z+l6q9JvpFxJ9J7+1pEtjBaJKTfSTiV4a+pTbtk0xjxXnVm05e/snNDnQHAd0bEqGio2qO+wlwkEkOnoOe8RCnscX4w6r5ew/wBIeI0u92tBzfBoznl7lLPSniTX+tTA/wAq8WIJFXBabbeYVW9pTa2m2SMlP0/Ff4w6r5e7/KbiJG9H8CP5UcRGwofgPzXiUri3cny5fxCryV/TcP4w68vL2v5VcQn1aH4T81P8quIDZtD8B+a8RCn6Xh/GJ1ZeXvN9K+ITlmn/AAH5rX+Vut50tP8AhPzXzo3ViE/ScP4xevLy+iHpXrY/oaHuPzTHpXrv+npx/pPzXgA5VJ+l4fxh15eX0A9K9b/06H4T81Q9Ktb/ANKh+E/NfPt5LRg6rU9Jw3+MOrLy+gHpRrCP6Oh7j81Y9J9aM9nRjyPzXhAQFbROVqek4Pwh15eXuj0m121lH8J+a0/lNrubKJ/0n5rw2gFWFZ6Pgv8AGM9eXl7g9JNbHq0Z/wAp+a2pcf1tVzWtp0ZJj1T814TG7FexwRjHaxrnR3AT5nkpn6bgwxt6YTLK2Tb6GXYEC5Trqj9PSYWhhe50QQThMyHQCMQSfbC46x7Wq147rQIyZIXys+PGzWns5L27GeI1nEBtNl3kfmtPp1cb9mD5H5rnozUbUcGwWmFVKgagIJJJ59V58uLDw8vVlW/1hULcNYfBU3WVwwHs2CfApUqVOhTIAaT1Kw1j+zpGo+oQT6reqvF6WcuXTjixlyWfFKrxWvTEgMJ8isvrrV//AM/wrz3Oc8y4ohfpOD0HDx4TG4y1zmeTv+uNWf2Pwo+uNX+0z8IXAG+ISe5tOm573Na1okk8l6Z6bgn8Z/Tp12/bq1XHtTpdO+tVqtDWj9kZ8F8dqfSbimorvqHUhs7NDBt02WXFOJnW1iRH0dhgMduf8XmvMMAA2mTnPMLxc2HFldTGf0syr1qvGeL0msc7VSHC4d0ddjhZt9IeJAEHUEz/AIRhcdQHsWmowh7nAicEtjxUFtkmm49D5HxXD2eP8Yu67hx3iTnY1jmgSQCBjw2UO4txMsFX6VWsm0Gea5GAisS5veaR3QYnwSrOY55sYaYGLd1r28PEN11fXHEXEfzytP8AmVji+ueSPpNYOEffMeMribLQ7Ja6NgPJZyQ4wTnn1T28PEN12fW3ECwt+mV4JmbzPvR9Ya4AzrNQTAOKpx5rIVRTp1GtDSaoGLTLCDyWb6rnbxPkr0Y+DddA4hqrf63qC/8A9w4S+k6wsc7ta1m5NxIHTmsnFtOpLDOPWG2VVOu9tOy57qImad2CTzhOnHwi6NbU9qxxdWc1sPcJJ7vXyU1C59R7nOsY4m3vEgeSGU3Fjn6dxhrReXENIMHAzkYWD9hMycmVdRVtp1KgfbLrGyROwx/wqrtddk0xaAO7tgR71ky4G9oPcgkjktWNpvFSDbuQC7l08VURTDILnXYIwOaQa4g2guAySBsmxl7S1ol+/OfYnTc5rD3+6D6k+sggEBjhAJPXcIweWw67oBgY3OIhDWgnLg3zQJxJOSSRjKZmAS6bt8qrXOZMElzjmeiXqA5FwkEHKBmm0NmXHvR6sCPNFRo7R4bgDYEzhTTdY8GAY5ESrqhzvtHCATgncoJa91NsA4duE6whzYe1wtB7swPDKgxiParLLbRUEA5kIEWjuASCdy7ZW95Y8gQQDADu9Ht9qKgogPgkumGxtCNMLi8X02S2JeY9yBUabnVwy4U3CTLsRAlS0ubUBY7vciDCkkkzOSmx1pOAZEZQbUmOfIkvhriW9IClrRVdlwaA3cNwPP5rRzRRfTlwrNawFwbiJ5SPNFNjq4tYG06e7nTsJjPvCDBoYHd+S2OXVAZ3XEuDSBsdz4JOiSBsDhdI+31dOezIeQMiATjeMoMi+mKYAlzhsYjpj81bXGoYFgME7x1TAols0m3VBktcJ6zHUR1WJpPZLjb3SJ7w5/mrsaHZScBOq7vDAk5JGx9nJSTlUMOVhwmVmmEG4cBlU0ysWkDdaMmEGzVqwrJpCtq1BsDIwtGR4rJu8LVonbktypVtMnmtWg4UNGcBbUyCVcUaspkwV7XAx/PGMtHf+S8umQGZXv8AA206NF2rqHvullMAbbSfivP6jk1Okxt6uzrNZre0aQXd7A8v+VOnpin33kfrKxe5rajsZKmi9rsEkxuvmWb+Hqyv3XZVqsLD2dpdzB5p0xa0OtLRG28Lz6gY1xhxgrKprC2iabXHJkrpw+ky5MtWajyZ8mvh06rUtoAmQTyb815lao/UEvd7uiAO0MnPmrFPkF9vg4MOGftcrd96zaCeSqDyC0DI3KjU6qhoqBrVnhrR7z5L05WSLP8AAd2bKTqlRwYxglzjgBfI8Y4s7XVOxod3Tt2n7/iUcX407iTSwfZ0gcM5+e+SuB1BxbdRvqUSTBiMjJkLxcnNcu0dMZoBrQyuapaKgALAHcyRtAg45SPhCgPc6q194c8yTfsCofEi3aFb32U+xaGj9stM3Z84XnbiKtSpUfNSo6oRiSZVvq3Bjny5wFsEQIG226V76jWUnOaGtBDZERzQ+q4tsae4G27cpn80EMda6S0O8CmLhLhtGfak7ZpgDHIoulgbA335lBZpgsc9hMNOZEILA6nfFgjH+KN0mMf2hp9mXPPdDYMyioQO4JLQTuIKDbS6kNrvfqJcHNOecxiPbC5yC4F3Lmk6LjbMcpVhxa0OaIMiCDzCAfRc2o5rSKgDrbmZBKdC1zuzqPDGO3cQTB9ibS9xfZUJcTsAZceqmKbphxb0u5oECGFpBJPOMfFNwuLAGhsjHjlDWsFQCo7u9W5Uuc50XOJgQJPJBRcXNgtw3EtH5p0qe/aMIbG8xCdQNEW3taYJa7mnNJ1AF3aucARuIB5fqghtIuLbHNJcYiYiU2hlNzXVGl4kyAYBHgVDe65rjIG+E6jQ1wtdc0iQf0QDSwUzIdfODyQ24teRG0mfNJrS5jiNm5KC8lobAECMDfzQBd3Q0COvmnY5zXPYx1jYkxMKXd5xIbHOBsFpScG1L7AWDk5BQAa0kC4NIz0lSQGvg97mC7YoqmmBFMnO/T+Pmsxg94EiEFetTJLwLdm9UFz6toJLrRAHgtTWpNqsLKcNsDXje7r5KGODaruzaSDIbO4HXHNA6rHsNjwwmYlpDtsbjCRcym5wpic4cekdEqgdRqQyqHDMOadxsiRa0uaDGIiECZTfVJtExk+CAWlgYQGxJujJVX9pUYOzbgBsNxP/ACio5jqbIkPaLSOvigug8MDWue61zgS1p5ZG/tUteWvdbaxtQW7yAJTo9mwue++2CGluCHRj2KKrOzNjgRUB7wO3sQL1Lmd108xn3KrnOPbPcXkOzM/mihUscGuksJzAE+MLYN04rM7ftBSLS42gAnGI/jqgwc+Kji11wdzI3S/pKs278mq3tbTfHZvE574glp28sIeWuAFIAQT5wepQZ2kguAMAxK0pkNntKZcAN2mIUtdVa3uzaCPKVQcHVBTNV3ZddhnwVCIwDG+yAVJEMabgZ5DcKnssYwuY5pc2RIw4TEj3FNimkLRhgrBplasE4TY6G7YWrTlYt2WzOq1KNButmmCsmzKtu61GW1PaVtThYtIxC3pCVqDqotL6rKTAS55gL6IA03N09KpNOnjP7XMrn9HeHXOOsriA3DJG3jlbPeyiXvNUB0zJG68Xqe+Wp8t8M/lU15awueACNs7rkbqrA6BBKxrah9WoS5xcss816fT+nmOO8vljk5Oqui+/KIBWLXEK2ucvdLpxkaDu7QtA6d4Xn6viml0TZq1QX/sNyV4PE+OV62oNFhdS0133O657eRnlIysZc8i+3b8va4nxyhoQadMCtX/ZGw818nrNdX1tTta9S504HJvkFFYTWAYwQctj7w6p1GA021S9zhhskeA/LzXl5OS510xx0ns5e9tQgPiQZAG0qaz2OtFMENAG+5MCUTTDhAc4dDjkpY4NdJaHYIg+S5tgOIplkSCZ8lTa1jC1jQ0mJdzUyLIzM9VTKttJ9OxhvjvEZEdCgKtapXINR5cRzPnP5lAcCHAiAeg5qLo2xiD4ou7tsDfdBZcQ0RAAkSOaTi0Wmm0txmTM/BM2G23BgeUoFNz6wpwbi6IAn4IKe2kym1zaofUJ5TjzkfxlKi4mrc4XBx7w3J9imo1rSA0zgT5qWmCDE+CBtbdiRMwAcLR7C1zGloBHOcH3KBHad3I/xK6tNtl7S7YEhwA36ZzlBDrXEuaQM7LQ0GtNrqgFS6I3ERvIWC1JdqKvq990ABg3KBPhtSGZZuATO4SYLnNpve2mJy50wPcmz7RzWOcAADGFmgoCWuwTHPoqvBoBhGQ6QZ2HRQPHZU1wvbdJa07eCAuLwGufhoMSgkutAGSAIhSRnIicraoQ5hqOBnAYRjAQRTAtqEhhgfeP5eKhpAcC4SOid/eBAAjwSJwMDz6oA4m0mCnTLA/vtkQRvHtTNV5JOMiDAGyhAy3JjIHMJuc4wHOJtECTsEgSAQDg7p3HMwSeZQVa23tIdbIAB59cqQ6whzYnOECo8Gbjtb7FKC2vFha5oOIB6ZRUtmWPLhsJEGENqFjmua1sgRtMqXG5xMASZgbIAxiDKpsPc0EGBvaMwoTa5zZtJEiDHRBbhTdPZkgAfe3cUi4XOvAJ2kcvFS11pmAcc0kGgpuDbxIg7nCYZUqfanLbgC520/wEjVBplppMmAA7MiPas5MROEHQCaj+0bUf2jRy3B2AGZI2WTbrXkDEQUi8lwJOQnUqmo+61jfBrYCDanVq6drKrHhoeHMIYQHEc5853WYpNNEPFTvlxFhHKN5VV9U6uy19OmDddLRBzuByA5wFFOs6m1zQAQRAn7u2R0OEF1W9mYe+54AgdOYWR7zSSc9OqbKhaRIDhM2u2KQe5sQYgyg2ouq6V1xY6D4kZHkgNqXtIaBce60HI5+cQVi57nAAnA8FodVWNMU+0NgMgDliEHRextUsLwYPrA4963om6LO95ZXDW1RrW3UqYtgCByHJRUrOqW3QAwQ0ARAkn9Vdj2QHTBaR5qmtM7heZS4nrKLGsZWcA0Q3w+ftW1LjutY6XdjVHSpSaf0SWw1HqAADZasmREhcJ9KdW71tJoXf7MfkUD0orj/9fw//AOp37y31pp9JpeKOp6fsKjqgbJi3l7FjqK7ajwQXEcrxC8A+lGp5aPQt8qJ+azPpPxX/ANOtTot5Np0mgD4J1Y76kxmpp9LTp1ajvs6T3f5Wyre1lAxqNTQou3tdUBd+ESfgvjNTxbX6o/b6qs8HdpqOg+yVzsrllQPDGXCZkYM+CXO/R0x9RqvSDh9DFAVNS7qBY345+C8XVcc1moDm3Ckw/dp4+O68xXUqOqW3R3WhogRgLNytJjIGtvI73ed+aHhrZEuLh7kriC0t7pbzG/mh73PdLjJ6rLQDt7pOIGdlpTc0Q+o8mCBYNy3nB2CxVPdc4uDQ3wGyBsJY8wS0wdhlDS0YIMHDjvz5INV7iXOcS8mbic+9IVHhhYHG07icfxgIJVG5rbDsYKkGDKpr3NeHg94GQgRjkZQREZGROCqfUvaAWtBBJLgMmeqhBTi61oJNvJbGm6l3wA62110giD1C50ILqNqMhj8RmFJFpIxjoUNcWuDmkggyCOSLjmczvKBtY52wOQT7FVVwqONRjG024FodMY8TKHVnupCm6CGnBIyPCengoLiQBiB4INaZDq7CQ5+NgBKK9btKpqtJabja3HdEyNo+ACxQgqSGkyDfvzKlCEFsItcHSRGPApNHcce70zv7EOcXGdsRhJri0y0wUFXBwdeSSGw34fokRLZbJA38EpMATgJIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIBCEIP//Z\n" }, "metadata": {}, "execution_count": 2 } ], "source": [ "YouTubeVideo('2GTR_Z-f27U',width=900,height=600)" ] }, { "cell_type": "markdown", "metadata": { "id": "jRZQKUqf9aL8" }, "source": [ "### **Un poco de historia** - 20 min\n", "*Historia de las Telecomunicaciones: los satélites.\n", "Programa \"Distancia Cero\" canal Encuentro (Argentina)*" ] }, { "cell_type": "markdown", "metadata": { "id": "t16tmtZSgHQG" }, "source": [ "#### **Parte 1 - La ficción se vuelve realidad**" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "m9NbNg6699Bh", "colab": { "base_uri": "https://localhost:8080/", "height": 621 }, "outputId": "803e388d-0fd8-43e3-a411-576fc7ff72ab" }, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "" ], "text/html": [ "" ] }, "metadata": {}, "execution_count": 3 } ], "source": [ "HTML(\"\"\"\"\"\")" ] }, { "cell_type": "markdown", "metadata": { "id": "g0svFV0fgLVM" }, "source": [ "#### **Parte 2 - La carrera espacial**" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "ZP6cehp2fc4k", "colab": { "base_uri": "https://localhost:8080/", "height": 621 }, "outputId": "0fe903c1-9f52-4d74-e545-b530317994d3" }, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "" ], "text/html": [ "" ] }, "metadata": {}, "execution_count": 4 } ], "source": [ "HTML(\"\"\"\"\"\")" ] }, { "cell_type": "markdown", "metadata": { "id": "EoUQq4kxgSlZ" }, "source": [ "#### **Parte 3 - Aplicaciones para meteorología y observación**" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "dP8xUlAbfjCa", "colab": { "base_uri": "https://localhost:8080/", "height": 621 }, "outputId": "5f66129c-cc6f-4499-e1db-8fa53a3bf020" }, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "" ], "text/html": [ "" ] }, "metadata": {}, "execution_count": 5 } ], "source": [ "HTML(\"\"\"\"\"\")" ] }, { "cell_type": "markdown", "metadata": { "id": "QvDZkYvKgVWO" }, "source": [ "#### **Parte 4 - Conclusiones**" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "roo-ylcMfiew", "colab": { "base_uri": "https://localhost:8080/", "height": 621 }, "outputId": "7f637283-b13f-482c-ee8d-17d59ad2c721" }, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "" ], "text/html": [ "" ] }, "metadata": {}, "execution_count": 6 } ], "source": [ "HTML(\"\"\"\"\"\")" ] }, { "cell_type": "markdown", "metadata": { "id": "oyZSNxC19jir" }, "source": [ "### El satélite uruguayo - 25 min\n", "\n", "*Sobre Hombros de Gigantes (Ep.4 Temporada 1)*\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "uscYVtR70eG1", "colab": { "base_uri": "https://localhost:8080/", "height": 621 }, "outputId": "51aea062-27d3-421c-d999-0c77b7992321" }, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "" ], "text/html": [ "" ] }, "metadata": {}, "execution_count": 7 } ], "source": [ "HTML(\"\"\"\"\"\")" ] } ], "metadata": { "colab": { "collapsed_sections": [ "C5Oin8WiFHGD", "N5fRiWfm9ST5", "jRZQKUqf9aL8", "t16tmtZSgHQG", "g0svFV0fgLVM", "EoUQq4kxgSlZ", "QvDZkYvKgVWO", "oyZSNxC19jir" ], "provenance": [] }, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.9" } }, "nbformat": 4, "nbformat_minor": 0 }