uavsar_vrt_lookvector_with_readenvi.ipynb

{
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   "cell_type": "markdown",
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   "source": [
    "<div align=\"center\">\n",
    "<font color=\"blue\"><h1>UAVSAR Radar Path Length Atmospheric Correction</h1>\n",
    "<h3>Jack Tarricone, September 2021</h3></font></div>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#In this tutorial, we will walk through examples of reprojecting raster datasets and working with coordinate #transformations with GDAL. We will focus on these common operations \n",
    "\n",
    "1. Converting coordinates from one projection system to another\n",
    "2. Reprojecting geocoded rasters \n",
    "3. Reprojecting swath data\n",
    "   - Using GCPs\n",
    "   - Using geolocation arrays\n",
    "\n",
    "We assume that you have already completed the tutorial on raster data manipulation and are familiar with raster data representation in GDAL."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "###The usual python imports for the notebook\n",
    "%matplotlib notebook\n",
    "from osgeo import gdal, ogr, osr\n",
    "import matplotlib.pyplot as plt\n",
    "from spectral import * # for reading raw envi data\n",
    "import os\n",
    "import glob\n",
    "import re\n",
    "import codecs\n",
    "from matplotlib import pyplot as plt\n",
    "import subprocess\n",
    "\n",
    "gdal.UseExceptions()\n",
    "\n",
    "#Utility function to load data\n",
    "\n",
    "def loadData(infile, band=1):\n",
    "    ds = gdal.Open(infile, gdal.GA_ReadOnly)\n",
    "    #Data array\n",
    "    data = ds.GetRasterBand(band).ReadAsArray()\n",
    "    #Map extent\n",
    "    trans = ds.GetGeoTransform()\n",
    "    xsize = ds.RasterXSize\n",
    "    ysize = ds.RasterYSize\n",
    "    extent = [trans[0], trans[0] + xsize * trans[1],\n",
    "            trans[3] + ysize*trans[5], trans[3]]\n",
    "    \n",
    "    ds = None\n",
    "    return data, extent\n"
   ]
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  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Make SLC header\n",
    "\n",
    "As with all UAVSAR the SLC (Single Look Complex) data types comes in a flat binary format with annotation file containing the information needed to properly display and geocode it. Below is a function that searches through the annotation file, pulls out the information needed, and creates a properlly formated ENVI header. The header alsos the data to be read in, visualized, and manipulated in python. \n",
    "\n",
    "For the SLC data specifically we know that data type, byte, order, header offset are constant. We just need the number of lines and samples (columns and rows)."
   ]
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  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "def make_slc_header(folder):\n",
    "    \"\"\"\n",
    "    Builds a header file for the input UAVSAR .grd file,\n",
    "    allowing the data to be read as a raster dataset.\n",
    "    :param folder:   the folder containing the UAVSAR .grd and .ann files\n",
    "    \"\"\"\n",
    "\n",
    "\n",
    "    os.chdir(folder)\n",
    "\n",
    "    # Empty lists to put information that will be recalled later.\n",
    "    Lines_list = []\n",
    "    Samples_list = []\n",
    "    Files_list = []\n",
    "\n",
    "    # Step 1: Look through folder and determine how many different flights there are\n",
    "    # by looking at the HDR files.\n",
    "    for files in os.listdir(folder):\n",
    "        if files [-4:] == \".lkv\" or files [-4:] == \".llh\":\n",
    "            newfile = open(files + \".hdr\", 'w')\n",
    "            newfile.write(\"\"\"ENVI\n",
    "description = UAVSAR SLC Header\n",
    "samples = NSAMP\n",
    "lines = NLINE\n",
    "bands = 3\n",
    "header offset = 0\n",
    "data type = 4\n",
    "interleave = bip\n",
    "sensor type = UAVSAR L-Band\n",
    "byte order = 0\n",
    "                \"\"\")\n",
    "            newfile.close()\n",
    "            if files[0:9] not in Files_list:\n",
    "                Files_list.append(files[0:9])\n",
    "\n",
    "    #Variables used to recall indexed values.\n",
    "    var1 = 0\n",
    "    \n",
    "    #Step 2: Look through the folder and locate the annotation file(s).\n",
    "    # These can be in either .txt or .ann file types. \n",
    "    for files in os.listdir(folder):\n",
    "        if Files_list[var1] and files[-4:] == \".txt\" or files[-4:] == \".ann\":\n",
    "            #Step 3: Once located, find the info we are interested in and append it to\n",
    "            # the appropriate list. We limit the variables to <=1 so that they only\n",
    "            # return two values (one for each polarization of\n",
    "            searchfile = codecs.open(files, encoding = 'windows-1252', errors='ignore')\n",
    "            for line in searchfile:\n",
    "                if \"llh_1_2x8.set_rows\" in line:\n",
    "                    Lines = line[75:81]\n",
    "                    print(Lines)\n",
    "                    if Lines not in Lines_list:\n",
    "                        Lines_list.append(Lines)\n",
    "\n",
    "                elif \"llh_1_2x8.set_cols\" in line:\n",
    "                    Samples = line[75:81]\n",
    "                    print(Samples)\n",
    "                    if Samples not in Samples_list:\n",
    "                        Samples_list.append(Samples)\n",
    "                 \n",
    "            #Reset the variables to zero for each different flight date.\n",
    "            var1 = 0\n",
    "            searchfile.close()\n",
    "\n",
    "\n",
    "    # Step 3: Open .hdr file and replace data for all type 4 (real numbers) data\n",
    "    # this all the .grd files expect for .int\n",
    "    for files in os.listdir(folder):\n",
    "        if files[-4:] == \".hdr\":\n",
    "            with open(files, \"r\") as sources:\n",
    "                lines = sources.readlines()\n",
    "            with open(files, \"w\") as sources:\n",
    "                for line in lines:\n",
    "                    if \"lines\" in line:\n",
    "                        sources.write(re.sub(line[8:13], Lines, line))\n",
    "                    elif \"samples\" in line:\n",
    "                        sources.write(re.sub(line[10:15], Samples, line))\n",
    "                    else:\n",
    "                        sources.write(re.sub(line, line, line))\n",
    "    \n",
    "    \n",
    "     #Step 4: Now we have an .hdr file, the data is geocoded and can be loaded into python with rasterio\n",
    "     #once loaded in we use gdal.Translate to convert and save as a .tiff\n",
    "    \n",
    "    # Dan, if you wanted to convert to UTM, it would probably be best in this step\n",
    "    # but also possibly when making the header, where lat/lon is specified \n",
    "\n",
    "    print(\".hdr has been created\")\n",
    "    return\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "8636  \n",
      "4895  \n",
      ".hdr has been created\n"
     ]
    }
   ],
   "source": [
    "folder = (\"/Volumes/JT/projects/uavsar/jemez/look_vector/BU/hdr_test\")\n",
    "make_slc_header(folder)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['/Volumes/JT/projects/uavsar/jemez/look_vector/BU/hdr_test/alamos_35915_03_BU_s1_2x8.lkv', '/Volumes/JT/projects/uavsar/jemez/look_vector/BU/hdr_test/alamos_35915_20005_003_200212_L090HH_03_BU.ann', '/Volumes/JT/projects/uavsar/jemez/look_vector/BU/hdr_test/alamos_35915_03_BU_s1_2x8.lkv.hdr']\n"
     ]
    }
   ],
   "source": [
    "print(glob.glob(\"/Volumes/JT/projects/uavsar/jemez/look_vector/BU/hdr_test/*\"))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Load raw binary SLC data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "img = envi.open(\"/Volumes/JT/projects/uavsar/jemez/look_vector/BU/hdr_test/alamos_35915_03_BU_s1_2x8.lkv.hdr\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "img_open = img.open_memmap(writeable = True) \n",
    "img_band = img_open[:,:,2] \n",
    "#envi.save_image('new_image.bsq', ext='bsq', interleave = 'BSQ')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
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       "        button.setAttribute('role', 'button');\n",
       "        button.setAttribute('aria-disabled', 'false');\n",
       "        button.addEventListener('click', on_click_closure(method_name));\n",
       "        button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
       "\n",
       "        var icon_img = document.createElement('img');\n",
       "        icon_img.src = '_images/' + image + '.png';\n",
       "        icon_img.srcset = '_images/' + image + '_large.png 2x';\n",
       "        icon_img.alt = tooltip;\n",
       "        button.appendChild(icon_img);\n",
       "\n",
       "        buttonGroup.appendChild(button);\n",
       "    }\n",
       "\n",
       "    if (buttonGroup.hasChildNodes()) {\n",
       "        toolbar.appendChild(buttonGroup);\n",
       "    }\n",
       "\n",
       "    var fmt_picker = document.createElement('select');\n",
       "    fmt_picker.classList = 'mpl-widget';\n",
       "    toolbar.appendChild(fmt_picker);\n",
       "    this.format_dropdown = fmt_picker;\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = document.createElement('option');\n",
       "        option.selected = fmt === mpl.default_extension;\n",
       "        option.innerHTML = fmt;\n",
       "        fmt_picker.appendChild(option);\n",
       "    }\n",
       "\n",
       "    var status_bar = document.createElement('span');\n",
       "    status_bar.classList = 'mpl-message';\n",
       "    toolbar.appendChild(status_bar);\n",
       "    this.message = status_bar;\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n",
       "    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
       "    // which will in turn request a refresh of the image.\n",
       "    this.send_message('resize', { width: x_pixels, height: y_pixels });\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.send_message = function (type, properties) {\n",
       "    properties['type'] = type;\n",
       "    properties['figure_id'] = this.id;\n",
       "    this.ws.send(JSON.stringify(properties));\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.send_draw_message = function () {\n",
       "    if (!this.waiting) {\n",
       "        this.waiting = true;\n",
       "        this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
       "    var format_dropdown = fig.format_dropdown;\n",
       "    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
       "    fig.ondownload(fig, format);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_resize = function (fig, msg) {\n",
       "    var size = msg['size'];\n",
       "    if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n",
       "        fig._resize_canvas(size[0], size[1], msg['forward']);\n",
       "        fig.send_message('refresh', {});\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n",
       "    var x0 = msg['x0'] / fig.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n",
       "    var x1 = msg['x1'] / fig.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0,\n",
       "        0,\n",
       "        fig.canvas.width / fig.ratio,\n",
       "        fig.canvas.height / fig.ratio\n",
       "    );\n",
       "\n",
       "    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_figure_label = function (fig, msg) {\n",
       "    // Updates the figure title.\n",
       "    fig.header.textContent = msg['label'];\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_cursor = function (fig, msg) {\n",
       "    var cursor = msg['cursor'];\n",
       "    switch (cursor) {\n",
       "        case 0:\n",
       "            cursor = 'pointer';\n",
       "            break;\n",
       "        case 1:\n",
       "            cursor = 'default';\n",
       "            break;\n",
       "        case 2:\n",
       "            cursor = 'crosshair';\n",
       "            break;\n",
       "        case 3:\n",
       "            cursor = 'move';\n",
       "            break;\n",
       "    }\n",
       "    fig.rubberband_canvas.style.cursor = cursor;\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_message = function (fig, msg) {\n",
       "    fig.message.textContent = msg['message'];\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_draw = function (fig, _msg) {\n",
       "    // Request the server to send over a new figure.\n",
       "    fig.send_draw_message();\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_image_mode = function (fig, msg) {\n",
       "    fig.image_mode = msg['mode'];\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n",
       "    for (var key in msg) {\n",
       "        if (!(key in fig.buttons)) {\n",
       "            continue;\n",
       "        }\n",
       "        fig.buttons[key].disabled = !msg[key];\n",
       "        fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n",
       "    if (msg['mode'] === 'PAN') {\n",
       "        fig.buttons['Pan'].classList.add('active');\n",
       "        fig.buttons['Zoom'].classList.remove('active');\n",
       "    } else if (msg['mode'] === 'ZOOM') {\n",
       "        fig.buttons['Pan'].classList.remove('active');\n",
       "        fig.buttons['Zoom'].classList.add('active');\n",
       "    } else {\n",
       "        fig.buttons['Pan'].classList.remove('active');\n",
       "        fig.buttons['Zoom'].classList.remove('active');\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function () {\n",
       "    // Called whenever the canvas gets updated.\n",
       "    this.send_message('ack', {});\n",
       "};\n",
       "\n",
       "// A function to construct a web socket function for onmessage handling.\n",
       "// Called in the figure constructor.\n",
       "mpl.figure.prototype._make_on_message_function = function (fig) {\n",
       "    return function socket_on_message(evt) {\n",
       "        if (evt.data instanceof Blob) {\n",
       "            var img = evt.data;\n",
       "            if (img.type !== 'image/png') {\n",
       "                /* FIXME: We get \"Resource interpreted as Image but\n",
       "                 * transferred with MIME type text/plain:\" errors on\n",
       "                 * Chrome.  But how to set the MIME type?  It doesn't seem\n",
       "                 * to be part of the websocket stream */\n",
       "                img.type = 'image/png';\n",
       "            }\n",
       "\n",
       "            /* Free the memory for the previous frames */\n",
       "            if (fig.imageObj.src) {\n",
       "                (window.URL || window.webkitURL).revokeObjectURL(\n",
       "                    fig.imageObj.src\n",
       "                );\n",
       "            }\n",
       "\n",
       "            fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
       "                img\n",
       "            );\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        } else if (\n",
       "            typeof evt.data === 'string' &&\n",
       "            evt.data.slice(0, 21) === 'data:image/png;base64'\n",
       "        ) {\n",
       "            fig.imageObj.src = evt.data;\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        var msg = JSON.parse(evt.data);\n",
       "        var msg_type = msg['type'];\n",
       "\n",
       "        // Call the  \"handle_{type}\" callback, which takes\n",
       "        // the figure and JSON message as its only arguments.\n",
       "        try {\n",
       "            var callback = fig['handle_' + msg_type];\n",
       "        } catch (e) {\n",
       "            console.log(\n",
       "                \"No handler for the '\" + msg_type + \"' message type: \",\n",
       "                msg\n",
       "            );\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        if (callback) {\n",
       "            try {\n",
       "                // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
       "                callback(fig, msg);\n",
       "            } catch (e) {\n",
       "                console.log(\n",
       "                    \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n",
       "                    e,\n",
       "                    e.stack,\n",
       "                    msg\n",
       "                );\n",
       "            }\n",
       "        }\n",
       "    };\n",
       "};\n",
       "\n",
       "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
       "mpl.findpos = function (e) {\n",
       "    //this section is from http://www.quirksmode.org/js/events_properties.html\n",
       "    var targ;\n",
       "    if (!e) {\n",
       "        e = window.event;\n",
       "    }\n",
       "    if (e.target) {\n",
       "        targ = e.target;\n",
       "    } else if (e.srcElement) {\n",
       "        targ = e.srcElement;\n",
       "    }\n",
       "    if (targ.nodeType === 3) {\n",
       "        // defeat Safari bug\n",
       "        targ = targ.parentNode;\n",
       "    }\n",
       "\n",
       "    // pageX,Y are the mouse positions relative to the document\n",
       "    var boundingRect = targ.getBoundingClientRect();\n",
       "    var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n",
       "    var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n",
       "\n",
       "    return { x: x, y: y };\n",
       "};\n",
       "\n",
       "/*\n",
       " * return a copy of an object with only non-object keys\n",
       " * we need this to avoid circular references\n",
       " * http://stackoverflow.com/a/24161582/3208463\n",
       " */\n",
       "function simpleKeys(original) {\n",
       "    return Object.keys(original).reduce(function (obj, key) {\n",
       "        if (typeof original[key] !== 'object') {\n",
       "            obj[key] = original[key];\n",
       "        }\n",
       "        return obj;\n",
       "    }, {});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.mouse_event = function (event, name) {\n",
       "    var canvas_pos = mpl.findpos(event);\n",
       "\n",
       "    if (name === 'button_press') {\n",
       "        this.canvas.focus();\n",
       "        this.canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    var x = canvas_pos.x * this.ratio;\n",
       "    var y = canvas_pos.y * this.ratio;\n",
       "\n",
       "    this.send_message(name, {\n",
       "        x: x,\n",
       "        y: y,\n",
       "        button: event.button,\n",
       "        step: event.step,\n",
       "        guiEvent: simpleKeys(event),\n",
       "    });\n",
       "\n",
       "    /* This prevents the web browser from automatically changing to\n",
       "     * the text insertion cursor when the button is pressed.  We want\n",
       "     * to control all of the cursor setting manually through the\n",
       "     * 'cursor' event from matplotlib */\n",
       "    event.preventDefault();\n",
       "    return false;\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function (_event, _name) {\n",
       "    // Handle any extra behaviour associated with a key event\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.key_event = function (event, name) {\n",
       "    // Prevent repeat events\n",
       "    if (name === 'key_press') {\n",
       "        if (event.key === this._key) {\n",
       "            return;\n",
       "        } else {\n",
       "            this._key = event.key;\n",
       "        }\n",
       "    }\n",
       "    if (name === 'key_release') {\n",
       "        this._key = null;\n",
       "    }\n",
       "\n",
       "    var value = '';\n",
       "    if (event.ctrlKey && event.key !== 'Control') {\n",
       "        value += 'ctrl+';\n",
       "    }\n",
       "    else if (event.altKey && event.key !== 'Alt') {\n",
       "        value += 'alt+';\n",
       "    }\n",
       "    else if (event.shiftKey && event.key !== 'Shift') {\n",
       "        value += 'shift+';\n",
       "    }\n",
       "\n",
       "    value += 'k' + event.key;\n",
       "\n",
       "    this._key_event_extra(event, name);\n",
       "\n",
       "    this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n",
       "    return false;\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.toolbar_button_onclick = function (name) {\n",
       "    if (name === 'download') {\n",
       "        this.handle_save(this, null);\n",
       "    } else {\n",
       "        this.send_message('toolbar_button', { name: name });\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n",
       "    this.message.textContent = tooltip;\n",
       "};\n",
       "\n",
       "///////////////// REMAINING CONTENT GENERATED BY embed_js.py /////////////////\n",
       "// prettier-ignore\n",
       "var _JSXTOOLS_RESIZE_OBSERVER=function(A){var t,i=new WeakMap,n=new WeakMap,a=new WeakMap,r=new WeakMap,o=new Set;function s(e){if(!(this instanceof s))throw new TypeError(\"Constructor requires 'new' operator\");i.set(this,e)}function h(){throw new TypeError(\"Function is not a constructor\")}function c(e,t,i,n){e=0 in arguments?Number(arguments[0]):0,t=1 in arguments?Number(arguments[1]):0,i=2 in arguments?Number(arguments[2]):0,n=3 in arguments?Number(arguments[3]):0,this.right=(this.x=this.left=e)+(this.width=i),this.bottom=(this.y=this.top=t)+(this.height=n),Object.freeze(this)}function d(){t=requestAnimationFrame(d);var s=new WeakMap,p=new Set;o.forEach((function(t){r.get(t).forEach((function(i){var r=t instanceof window.SVGElement,o=a.get(t),d=r?0:parseFloat(o.paddingTop),f=r?0:parseFloat(o.paddingRight),l=r?0:parseFloat(o.paddingBottom),u=r?0:parseFloat(o.paddingLeft),g=r?0:parseFloat(o.borderTopWidth),m=r?0:parseFloat(o.borderRightWidth),w=r?0:parseFloat(o.borderBottomWidth),b=u+f,F=d+l,v=(r?0:parseFloat(o.borderLeftWidth))+m,W=g+w,y=r?0:t.offsetHeight-W-t.clientHeight,E=r?0:t.offsetWidth-v-t.clientWidth,R=b+v,z=F+W,M=r?t.width:parseFloat(o.width)-R-E,O=r?t.height:parseFloat(o.height)-z-y;if(n.has(t)){var k=n.get(t);if(k[0]===M&&k[1]===O)return}n.set(t,[M,O]);var S=Object.create(h.prototype);S.target=t,S.contentRect=new c(u,d,M,O),s.has(i)||(s.set(i,[]),p.add(i)),s.get(i).push(S)}))})),p.forEach((function(e){i.get(e).call(e,s.get(e),e)}))}return s.prototype.observe=function(i){if(i instanceof window.Element){r.has(i)||(r.set(i,new Set),o.add(i),a.set(i,window.getComputedStyle(i)));var n=r.get(i);n.has(this)||n.add(this),cancelAnimationFrame(t),t=requestAnimationFrame(d)}},s.prototype.unobserve=function(i){if(i instanceof window.Element&&r.has(i)){var n=r.get(i);n.has(this)&&(n.delete(this),n.size||(r.delete(i),o.delete(i))),n.size||r.delete(i),o.size||cancelAnimationFrame(t)}},A.DOMRectReadOnly=c,A.ResizeObserver=s,A.ResizeObserverEntry=h,A}; // eslint-disable-line\n",
       "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
       "\n",
       "mpl.extensions = [\"eps\", \"jpeg\", \"pgf\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
       "\n",
       "mpl.default_extension = \"png\";/* global mpl */\n",
       "\n",
       "var comm_websocket_adapter = function (comm) {\n",
       "    // Create a \"websocket\"-like object which calls the given IPython comm\n",
       "    // object with the appropriate methods. Currently this is a non binary\n",
       "    // socket, so there is still some room for performance tuning.\n",
       "    var ws = {};\n",
       "\n",
       "    ws.binaryType = comm.kernel.ws.binaryType;\n",
       "    ws.readyState = comm.kernel.ws.readyState;\n",
       "    function updateReadyState(_event) {\n",
       "        if (comm.kernel.ws) {\n",
       "            ws.readyState = comm.kernel.ws.readyState;\n",
       "        } else {\n",
       "            ws.readyState = 3; // Closed state.\n",
       "        }\n",
       "    }\n",
       "    comm.kernel.ws.addEventListener('open', updateReadyState);\n",
       "    comm.kernel.ws.addEventListener('close', updateReadyState);\n",
       "    comm.kernel.ws.addEventListener('error', updateReadyState);\n",
       "\n",
       "    ws.close = function () {\n",
       "        comm.close();\n",
       "    };\n",
       "    ws.send = function (m) {\n",
       "        //console.log('sending', m);\n",
       "        comm.send(m);\n",
       "    };\n",
       "    // Register the callback with on_msg.\n",
       "    comm.on_msg(function (msg) {\n",
       "        //console.log('receiving', msg['content']['data'], msg);\n",
       "        var data = msg['content']['data'];\n",
       "        if (data['blob'] !== undefined) {\n",
       "            data = {\n",
       "                data: new Blob(msg['buffers'], { type: data['blob'] }),\n",
       "            };\n",
       "        }\n",
       "        // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
       "        ws.onmessage(data);\n",
       "    });\n",
       "    return ws;\n",
       "};\n",
       "\n",
       "mpl.mpl_figure_comm = function (comm, msg) {\n",
       "    // This is the function which gets called when the mpl process\n",
       "    // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
       "\n",
       "    var id = msg.content.data.id;\n",
       "    // Get hold of the div created by the display call when the Comm\n",
       "    // socket was opened in Python.\n",
       "    var element = document.getElementById(id);\n",
       "    var ws_proxy = comm_websocket_adapter(comm);\n",
       "\n",
       "    function ondownload(figure, _format) {\n",
       "        window.open(figure.canvas.toDataURL());\n",
       "    }\n",
       "\n",
       "    var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n",
       "\n",
       "    // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
       "    // web socket which is closed, not our websocket->open comm proxy.\n",
       "    ws_proxy.onopen();\n",
       "\n",
       "    fig.parent_element = element;\n",
       "    fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
       "    if (!fig.cell_info) {\n",
       "        console.error('Failed to find cell for figure', id, fig);\n",
       "        return;\n",
       "    }\n",
       "    fig.cell_info[0].output_area.element.on(\n",
       "        'cleared',\n",
       "        { fig: fig },\n",
       "        fig._remove_fig_handler\n",
       "    );\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_close = function (fig, msg) {\n",
       "    var width = fig.canvas.width / fig.ratio;\n",
       "    fig.cell_info[0].output_area.element.off(\n",
       "        'cleared',\n",
       "        fig._remove_fig_handler\n",
       "    );\n",
       "    fig.resizeObserverInstance.unobserve(fig.canvas_div);\n",
       "\n",
       "    // Update the output cell to use the data from the current canvas.\n",
       "    fig.push_to_output();\n",
       "    var dataURL = fig.canvas.toDataURL();\n",
       "    // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
       "    // the notebook keyboard shortcuts fail.\n",
       "    IPython.keyboard_manager.enable();\n",
       "    fig.parent_element.innerHTML =\n",
       "        '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "    fig.close_ws(fig, msg);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.close_ws = function (fig, msg) {\n",
       "    fig.send_message('closing', msg);\n",
       "    // fig.ws.close()\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.push_to_output = function (_remove_interactive) {\n",
       "    // Turn the data on the canvas into data in the output cell.\n",
       "    var width = this.canvas.width / this.ratio;\n",
       "    var dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] =\n",
       "        '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function () {\n",
       "    // Tell IPython that the notebook contents must change.\n",
       "    IPython.notebook.set_dirty(true);\n",
       "    this.send_message('ack', {});\n",
       "    var fig = this;\n",
       "    // Wait a second, then push the new image to the DOM so\n",
       "    // that it is saved nicely (might be nice to debounce this).\n",
       "    setTimeout(function () {\n",
       "        fig.push_to_output();\n",
       "    }, 1000);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function () {\n",
       "    var fig = this;\n",
       "\n",
       "    var toolbar = document.createElement('div');\n",
       "    toolbar.classList = 'btn-toolbar';\n",
       "    this.root.appendChild(toolbar);\n",
       "\n",
       "    function on_click_closure(name) {\n",
       "        return function (_event) {\n",
       "            return fig.toolbar_button_onclick(name);\n",
       "        };\n",
       "    }\n",
       "\n",
       "    function on_mouseover_closure(tooltip) {\n",
       "        return function (event) {\n",
       "            if (!event.currentTarget.disabled) {\n",
       "                return fig.toolbar_button_onmouseover(tooltip);\n",
       "            }\n",
       "        };\n",
       "    }\n",
       "\n",
       "    fig.buttons = {};\n",
       "    var buttonGroup = document.createElement('div');\n",
       "    buttonGroup.classList = 'btn-group';\n",
       "    var button;\n",
       "    for (var toolbar_ind in mpl.toolbar_items) {\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) {\n",
       "            /* Instead of a spacer, we start a new button group. */\n",
       "            if (buttonGroup.hasChildNodes()) {\n",
       "                toolbar.appendChild(buttonGroup);\n",
       "            }\n",
       "            buttonGroup = document.createElement('div');\n",
       "            buttonGroup.classList = 'btn-group';\n",
       "            continue;\n",
       "        }\n",
       "\n",
       "        button = fig.buttons[name] = document.createElement('button');\n",
       "        button.classList = 'btn btn-default';\n",
       "        button.href = '#';\n",
       "        button.title = name;\n",
       "        button.innerHTML = '<i class=\"fa ' + image + ' fa-lg\"></i>';\n",
       "        button.addEventListener('click', on_click_closure(method_name));\n",
       "        button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
       "        buttonGroup.appendChild(button);\n",
       "    }\n",
       "\n",
       "    if (buttonGroup.hasChildNodes()) {\n",
       "        toolbar.appendChild(buttonGroup);\n",
       "    }\n",
       "\n",
       "    // Add the status bar.\n",
       "    var status_bar = document.createElement('span');\n",
       "    status_bar.classList = 'mpl-message pull-right';\n",
       "    toolbar.appendChild(status_bar);\n",
       "    this.message = status_bar;\n",
       "\n",
       "    // Add the close button to the window.\n",
       "    var buttongrp = document.createElement('div');\n",
       "    buttongrp.classList = 'btn-group inline pull-right';\n",
       "    button = document.createElement('button');\n",
       "    button.classList = 'btn btn-mini btn-primary';\n",
       "    button.href = '#';\n",
       "    button.title = 'Stop Interaction';\n",
       "    button.innerHTML = '<i class=\"fa fa-power-off icon-remove icon-large\"></i>';\n",
       "    button.addEventListener('click', function (_evt) {\n",
       "        fig.handle_close(fig, {});\n",
       "    });\n",
       "    button.addEventListener(\n",
       "        'mouseover',\n",
       "        on_mouseover_closure('Stop Interaction')\n",
       "    );\n",
       "    buttongrp.appendChild(button);\n",
       "    var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n",
       "    titlebar.insertBefore(buttongrp, titlebar.firstChild);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._remove_fig_handler = function (event) {\n",
       "    var fig = event.data.fig;\n",
       "    if (event.target !== this) {\n",
       "        // Ignore bubbled events from children.\n",
       "        return;\n",
       "    }\n",
       "    fig.close_ws(fig, {});\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function (el) {\n",
       "    el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function (el) {\n",
       "    // this is important to make the div 'focusable\n",
       "    el.setAttribute('tabindex', 0);\n",
       "    // reach out to IPython and tell the keyboard manager to turn it's self\n",
       "    // off when our div gets focus\n",
       "\n",
       "    // location in version 3\n",
       "    if (IPython.notebook.keyboard_manager) {\n",
       "        IPython.notebook.keyboard_manager.register_events(el);\n",
       "    } else {\n",
       "        // location in version 2\n",
       "        IPython.keyboard_manager.register_events(el);\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function (event, _name) {\n",
       "    var manager = IPython.notebook.keyboard_manager;\n",
       "    if (!manager) {\n",
       "        manager = IPython.keyboard_manager;\n",
       "    }\n",
       "\n",
       "    // Check for shift+enter\n",
       "    if (event.shiftKey && event.which === 13) {\n",
       "        this.canvas_div.blur();\n",
       "        // select the cell after this one\n",
       "        var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n",
       "        IPython.notebook.select(index + 1);\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
       "    fig.ondownload(fig, null);\n",
       "};\n",
       "\n",
       "mpl.find_output_cell = function (html_output) {\n",
       "    // Return the cell and output element which can be found *uniquely* in the notebook.\n",
       "    // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
       "    // IPython event is triggered only after the cells have been serialised, which for\n",
       "    // our purposes (turning an active figure into a static one), is too late.\n",
       "    var cells = IPython.notebook.get_cells();\n",
       "    var ncells = cells.length;\n",
       "    for (var i = 0; i < ncells; i++) {\n",
       "        var cell = cells[i];\n",
       "        if (cell.cell_type === 'code') {\n",
       "            for (var j = 0; j < cell.output_area.outputs.length; j++) {\n",
       "                var data = cell.output_area.outputs[j];\n",
       "                if (data.data) {\n",
       "                    // IPython >= 3 moved mimebundle to data attribute of output\n",
       "                    data = data.data;\n",
       "                }\n",
       "                if (data['text/html'] === html_output) {\n",
       "                    return [cell, data, j];\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "};\n",
       "\n",
       "// Register the function which deals with the matplotlib target/channel.\n",
       "// The kernel may be null if the page has been refreshed.\n",
       "if (IPython.notebook.kernel !== null) {\n",
       "    IPython.notebook.kernel.comm_manager.register_target(\n",
       "        'matplotlib',\n",
       "        mpl.mpl_figure_comm\n",
       "    );\n",
       "}\n"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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\" width=\"640\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7ffad852f7c0>"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plt.imshow(img_band)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### b. Geocoding using geolocation arrays"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "*Note that this section requires you to have processed an interferogram!*\n",
    "\n",
    "In this section we will provide programmatic examples of how pixel-by-pixel lon/lat or x/y arrays for swath imagery can be used for directly geocoding the data without any specialized radar processing tools. Note that ISCE already generates these files as part of the \"topo\" processing step in stripmapApp.py or topsApp.py. The main requirement is that these lon/lat or x/y arrays have the same dimensions as the raster image that you are trying to geocode. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Locating a pixel with known location in a SAR/InSAR image"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Before moving to geocoding entire images, we often encounter the use case where people want to quickly identify a known feature (say a GPS station or a building) in a radar image. This is often challenging without tools specialized for radar processing. However, if geolocation arrays are available with the radar image- this can be easily accomplished using GDAL's coordinate transformation features. We will demonstrate this with an example."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We have included the outputs from a stripmapApp.py processing run in the subfolder named **stripmap**. This is a pair processed over Hawaii. Location 119.7429N, -155.0750E represents the tip of an ocean wall near the Hilo airport (using Google Earth). We will try to locate this pixel in the full resolution correlation image in radar coordinates (topophase.cor.full). We will use the full resolution lat (lat.rdr.full) and lon (lon.rdr.full) files for this. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def radarGeometryTransformer(infile, latfile, lonfile, epsg=4326):\n",
    "    '''\n",
    "    Create a coordinate transformer to convert map coordinates to radar image line/pixels.\n",
    "    '''\n",
    "    \n",
    "    driver = gdal.GetDriverByName('VRT')\n",
    "    inds = gdal.OpenShared(infile, gdal.GA_ReadOnly)\n",
    "    tempds = driver.Create('', inds.RasterXSize, inds.RasterYSize, 0)\n",
    "    inds = None\n",
    "    \n",
    "    tempds.SetMetadata({'SRS' : 'EPSG:{0}'.format(epsg),\n",
    "                        'X_DATASET': lonfile,\n",
    "                        'X_BAND' : '1',\n",
    "                        'Y_DATASET': latfile,\n",
    "                        'Y_BAND' : '1',\n",
    "                        'PIXEL_OFFSET' : '0',\n",
    "                        'LINE_OFFSET' : '0',\n",
    "                        'PIXEL_STEP' : '1',\n",
    "                        'LINE_STEP' : '1'}, 'GEOLOCATION')\n",
    "    \n",
    "    trans = gdal.Transformer( tempds, None, ['METHOD=GEOLOC_ARRAY'])\n",
    "    \n",
    "    return trans    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "###Lets create a transformer for our dataset and test\n",
    "#trans = radarGeometryTransformer('stripmap/geometry/z.rdr.full.vrt', \n",
    "                                 #'stripmap/geometry/lat.rdr.full.vrt',\n",
    " #                                'stripmap/geometry/lon.rdr.full.vrt')\n",
    "#\n",
    "###Checkour our location of interest\n",
    "#success, location = trans.TransformPoint(1, -155.0750, 19.7429, 0.)\n",
    "#if not success:\n",
    "#    print('Location outside the geolocation array range')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "###Lets plot this on a raster to confirm the peak location\n",
    "data, ext = loadData('/Users/jacktarricone/warp_test/good_llh_vrt/up.vrt')\n",
    "plt.imshow(data)\n",
    "data = None"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Geocoding a full image"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can use the geolocation arrays mechanism to geocode the entire image using the standard **gdalwarp** interface. We will achieve this by creating a VRT file with the same information as the python function shown above."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def geocodeUsingGdalWarp(infile, latfile, lonfile, outfile,\n",
    "                         insrs=4326, outsrs=None,\n",
    "                         spacing=None, fmt='GTiff', bounds=None,\n",
    "                         method='near'):\n",
    "    '''\n",
    "    Geocode a swath file using corresponding lat, lon files\n",
    "    '''\n",
    "    sourcexmltmpl = '''    <SimpleSource>\n",
    "      <SourceFilename>{0}</SourceFilename>\n",
    "      <SourceBand>{1}</SourceBand>\n",
    "    </SimpleSource>'''\n",
    "    \n",
    "    driver = gdal.GetDriverByName('VRT')\n",
    "    tempvrtname = '/Users/jacktarricone/warp_test/good_llh_vrt/temp_ele.vrt'\n",
    "    inds = gdal.OpenShared(infile, gdal.GA_ReadOnly)\n",
    "    \n",
    "    tempds = driver.Create(tempvrtname, inds.RasterXSize, inds.RasterYSize, 0)\n",
    "    \n",
    "    for ii in range(inds.RasterCount):\n",
    "        band = inds.GetRasterBand(1)\n",
    "        tempds.AddBand(band.DataType)\n",
    "        tempds.GetRasterBand(ii+1).SetMetadata({'source_0': sourcexmltmpl.format(infile, ii+1)}, 'vrt_sources')\n",
    "  \n",
    "    sref = osr.SpatialReference()\n",
    "    sref.ImportFromEPSG(insrs)\n",
    "    srswkt = sref.ExportToWkt()\n",
    "\n",
    "    tempds.SetMetadata({'SRS' : srswkt,\n",
    "                        'X_DATASET': lonfile,\n",
    "                        'X_BAND' : '1',\n",
    "                        'Y_DATASET': latfile,\n",
    "                        'Y_BAND' : '1',\n",
    "                        'PIXEL_OFFSET' : '0',\n",
    "                        'LINE_OFFSET' : '0',\n",
    "                        'PIXEL_STEP' : '1',\n",
    "                        'LINE_STEP' : '1'}, 'GEOLOCATION')\n",
    "    \n",
    "    band = None\n",
    "    tempds = None \n",
    "    inds = None\n",
    "    \n",
    "    if spacing is None:\n",
    "        spacing = [None, None]\n",
    "    \n",
    "    warpOptions = gdal.WarpOptions(format=fmt,\n",
    "                                   xRes=spacing[0], yRes=spacing[0],\n",
    "                                   dstSRS=outsrs, outputBounds = bounds, \n",
    "                                   resampleAlg=method, geoloc=True)\n",
    "    gdal.Warp(outfile, tempvrtname, options=warpOptions)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "### Create and visualize geocoded output for elevation\n",
    "# use proper pixel size!\n",
    "geocodeUsingGdalWarp('/Users/jacktarricone/warp_test/good_llh_vrt/.vrt',\n",
    "                     '/Users/jacktarricone/warp_test/good_llh_vrt/lat.vrt',\n",
    "                     '/Users/jacktarricone/warp_test/good_llh_vrt/lon.vrt',\n",
    "                     '/Volumes/JT/projects/uavsar/jemez/look_vector/geocoded_up_raw.tif',\n",
    "                     spacing=[.00005556,.00005556])\n",
    "\n",
    "geodata, geoext = loadData('/Volumes/JT/projects/uavsar/jemez/look_vector/geocoded_up_raw_TESTING.tif', band=1)\n",
    "\n",
    "plt.figure()\n",
    "plt.imshow(geodata, extent=geoext, cmap='gray')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "# north\n",
    "\n",
    "geocodeUsingGdalWarp('/Users/jacktarricone/warp_test/good_llh_vrt/north.vrt',\n",
    "                     '/Users/jacktarricone/warp_test/good_llh_vrt/lat.vrt',\n",
    "                     '/Users/jacktarricone/warp_test/good_llh_vrt/lon.vrt',\n",
    "                     '/Volumes/JT/projects/uavsar/jemez/look_vector/geocoded_north_raw.tif',\n",
    "                     spacing=[.00005556,.00005556])\n",
    "\n",
    "geodata, geoext = loadData('/Volumes/JT/projects/uavsar/jemez/look_vector/geocoded_north_raw.tif', band=1)\n",
    "\n",
    "plt.figure()\n",
    "plt.imshow(geodata, extent=geoext, cmap='gray')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Other features to keep an eye on\n",
    "\n",
    "1. **gdaldem** is an utility that allows one to apply color palettes to raster images. Very fast and can use custom color palettes. Compatible with GMT's cpt files. (http://www.gdal.org/gdaldem.html)\n",
    "\n",
    "2. **gdal_rasterize** allows users to rasterize shapefiles / vector formats. (http://www.gdal.org/gdal_rasterize.html)\n",
    "\n",
    "3. **gdal_edit.py** allows users to edit raster metadata on the command line. (http://www.gdal.org/gdal_edit.html)"
   ]
  }
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