593 2007 lec1

67 %
33 %
Information about 593 2007 lec1

Published on February 6, 2008

Author: Bina

Source: authorstream.com

Geog 593 – GISci Programming:  Geog 593 – GISci Programming Lecturer - Jun Liang Department of Geography @ UNC, Chapel Hill August 23rd, 2007 Email: liangj@email.unc.edu Lecture 1:  Lecture 1 1-1 Introduction What is GIS? Data Software People Hardware Data input, management, analysis, result publish/output TOOL VS SCIENCE (Similar comparison - software VS computer science) TOOL View – in many application fields SCIENCE View – Spatial Analytical Components, Algorithms, called GISci 1-2 GIS Software (Cont.):  1-2 GIS Software (Cont.) Comparisons between them: Command line is flexible, but is more difficult to learn. GUI driven software is easy to learn, but is not flexible. Example: Measurement tool in Arcview – Can measure distance between two or more clicks. Can not take real number inputs. 1-2 GIS Software:  1-2 GIS Software GIS Software Examples – ESRI Products (ArcGIS 8.X, Arcview 3.X, Arc/Info), Intergraph, MapInfo, Grass, IDRISI, ERDAS, etc. They can be divided into two categories: - Windows based / GUI Menu driven Command Line Style Question: Which is better? 1-3 What can GIS help us?:  1-3 What can GIS help us? Scenario 1 - All required works can be handled by using software, without scripts - software has menu or combination of menus for all required works. Scenario 2 - Some GIS projects can not be done with available software, without programming - No required functions/menus Scenario 3 - Some GIS projects are repeating works of a similar routine. - Tedious - Could not maintain standard output/format 1-4 Before Learning GIS Programming:  1-4 Before Learning GIS Programming Knowledge and Experiences Preparation Geography – applications, map projections GIS – Spatial Analysis/Modeling Software – ArcView, ArcGIS, ArcInfo Programming – Object Oriented Programming, COM - Component Object Model (http://arcobjectsonline.esri.com/). Slide7:  No one is an expert in all 4 fields (geography, GISci, Software and Programming). To be successful in this course, you will need a field (mostly your major) to apply GIS, and knowledge of using GIS software. Some related resources or tips for makeup: Learning ArcGIS 9 Learning ArcGIS 9 Spatial Analyst Customizing ArcGIS 9 (4) Introduction to Visual Basic (5) Introduction to Python 1-5 What is Avenue:  1-5 What is Avenue Avenue is the customization and development environment of ArcView. With it, you can: Customize the way ArcView looks Modify ArcView’s standard tools Create new tools Integrate ArcView with other applications Develop and distribute custom applications on top of ArcView 1-5 What is Avenue (Cont.):  1-5 What is Avenue (Cont.) 1-5 What is Avenue (Cont.):  1-5 What is Avenue (Cont.) 1-5 What is Avenue (Cont.):  1-5 What is Avenue (Cont.) 1-5 What is Avenue (Cont.):  1-5 What is Avenue (Cont.) 1-6 Understanding objects:  1-6 Understanding objects Some facts about Arcview and Avenue: Arcview are customizable using Avenue Menus, tools, buttons are all associated with build-in Avenue scripts, which can be modified. Avenue is a macro language, which is built on the top of a library of classes created by ESRI. 1-6 Understanding objects (Cont.):  1-6 Understanding objects (Cont.) Questions about classes: What objects are How classes organize objects How requests put objects to work How statements execute requests How to get help on classes and requests 1-6 Understanding objects (Cont.):  1-6 Understanding objects (Cont.) What are objects? Has a definite set of characteristics or properties Has a set of things it does Has a current state Example – car Properties: make, model, model, 2/more doors, etc. Actions: start, stop, turn left, turn right State: direction (north), speed (60mph) In Arcview, everything you work with is an object. 1-6 Understanding objects (Cont.):  1-6 Understanding objects (Cont.) In Arcview, everything you work with is an object. When you open a view, you are working with a View Object. Example: myView = av.GetActiveDoc myScale = 10000 myView.GetDisplay.ZoomToScale(myScale) Questions: How many different kinds of documents ArcView has? 1-6 Understanding objects (Cont.):  1-6 Understanding objects (Cont.) How classes organize objects? Objects with similar characteristics are grouped together in a class. A class defines the properties and actions for a specific type of object. Instance – An object created from a class is a instance of that class. Example: Car Class => Car1, Car2, Car3 View Class => View1, View2, View3 1-6 Understanding objects (Cont.):  1-6 Understanding objects (Cont.) Inheritance indicates an “is a kind of” relationship. Example: Chart Layout Project SEd Table View 1-6 Understanding objects (Cont.):  1-6 Understanding objects (Cont.) Aggregation indicates an “is composed of” relationship. (One direction) A car is composed of an engine, four tires, a radio, and seats. And a radio is composed of tuner and cassette. Project DocGUI Document DocWin Table View TOC Theme 1-6 Understanding objects (Cont.):  1-6 Understanding objects (Cont.) Association describes the physical or conceptual connection between classes. Example: A car runs on gasoline. A car is driven by a person. A polygon is filled with a pattern. 1-7 Executing requests:  1-7 Executing requests Avenue statement syntax: Object.Request. Examples: Add: include another object in a group of objects aView.AddTheme Find: search for the specified object and return a reference to it. aView.FindTheme(“Roads”) As: convert an object to an object of a different class aNumber.AsString Can: check if the object can perform the specified function aTheme.CanEdit Get: return a reference to an object aView.GetThemes Has: Indicate if the object has the specified condition of state Is: return true or false aButton.IsVisible Make: create a new instance View.Make Return: create a new object and return a reference to it Set: assign an attribute of an object aButton.SetIcon 1-7 Executing requests (Continued):  1-7 Executing requests (Continued) Evaluation from left to right 2 + 3 x 3 <> 2 + (3 x 3) No declaration of variables Make the name of a variable meaningful Scope of variables Global: variable name starts with a “_” Local: variable name does not start with a “_” Source code of all system scripts is available Exercise:  Exercise Instruction: Create a new Arcview project, and a new view document “view1”. Add three shape files to “view1”: states.shp, cities.shp, counties.shp. Location – I:\datashare\temp\593\lecture1\USA. Please create a script which will perform the following tasks: (1) set the following properties for current view document (“view1”): Name: “united states.” Creator: using your own name. Comments: "this view includes three themes: cities.shp, states.shp, counties.shp." (2) toggle the status of each theme as following: If it is active, set it as not active. If it is visible, set it as not visible. If its legend is visible, set it as not visible. (3) toggle the background color of view between yellow and blue. (4) set the creator of your script with your own name, and comments as “my first avenue script.” Note: please create a button and associate the script with it. 1-8 Sources for ESRI’s scripts :  1-8 Sources for ESRI’s scripts Sample scripts from ESRI Help file from ESRI ArcScripts: http://arcscripts.esri.com GeoCommunity - Software Scripts: http://software.geocomm.com/scripts/ Scripts you developed in past. 1-9 Create an Avenue Script :  1-9 Create an Avenue Script Before creating a new Avenue script, make sure: You know what you are doing – problem analysis, functions you will need/develop, etc. Materials are ready – scripts you can borrow, sample input files. Time cost – you can finish it within your time frame (complexity analysis). 1-9 Create an Avenue Script (Cont.):  1-9 Create an Avenue Script (Cont.) Typical procedures: Create a new script document If necessary, you can load existing script into your current document. Coding… Compile, Debug, and modify your script until it works. Associate your script with a button, menu, or tool. 1-9 Create an Avenue Script (Cont.):  1-9 Create an Avenue Script (Cont.) Example: Problem: Draw a circle based on three inputs – location user clicked will be the center; a value user input will be the radius; RGB values from user input will be used as color for the circle Analysis: A dialog input windows for user input;; might borrow codes from view.pointTool ; it should be designed as a tool as well. Coding in an empty script document: 1-9 Create an Avenue Script (Cont.):  1-9 Create an Avenue Script (Cont.) Point Tool Code: theView = av.GetActiveDoc pt = theView.GetDisplay.ReturnUserPoint theTheme = theView.GetEditableTheme if (theTheme <> nil) then thePrj = theView.GetProjection if (thePrj.IsNull.Not) then pt = pt.ReturnUnprojected(thePrj) end theField = theTheme.GetFTab.FindField("Shape") theTheme.GetFTab.BeginTransaction rec = theTheme.GetFTab.AddRecord theTheme.GetFTab.SetValue(theField, rec, pt) theTheme.GetFTab.EndTransaction theTheme.GetFTab.GetSelection.ClearAll theTheme.GetFTab.GetSelection.Set(rec) theTheme.GetFTab.UpdateSelection else gp = GraphicShape.Make(pt) theView.GetGraphics.UnselectAll gp.SetSelected(TRUE) theView.GetGraphics.Add(gp) end av.GetProject.SetModified(true) 1-9 Create an Avenue Script (Cont.):  1-9 Create an Avenue Script (Cont.) Classes you may need for this script: View Point MsgBox Circle Color Symbol GraphicShape 1-10 ArcView Avenue Library:  1-10 ArcView Avenue Library Obj: Class Obj is the most generic object class. It is the abstract superclass for all other classes in the ArcView class hierarchy. Any subclass of Obj inherits all the generic object behavior, including object management, persistence, and most importantly, the object request mechanism. Attributes (Member Variables): Name Class Functions/Behaviors/Requests: GetClassName : String HasInstances : Boolean IsSubclassOf ( anotherClass ) : Boolean 1-10 ArcView Avenue Library (Cont.):  1-10 ArcView Avenue Library (Cont.) <> anotherObj : Boolean = anotherObj : Boolean AsString : String Clone : Obj GetClass : Classes GetName : String Is ( aClass ) : Boolean SetName ( aName ) Note all classes inherited from “OBJ” will inherit both its attributes and behaviors. Please use Arcview’s online help for more information. 1-10 ArcView Avenue Library (Cont.):  1-10 ArcView Avenue Library (Cont.) Another example: “View” class Attributes: Display a MapDisplay on which the themes and graphics are drawn. Graphics is a GraphicList which contains the graphics drawn on top of the themes as well as those associated with a theme. Projection is the projection used to convert all themes from decimal degrees to a planar screen. Area Of Interest is the area of interest applied to all themes that support the concept. Setting the AOI for a theme defines the spatial extent of the theme. Themes is a list of the themes contained in the views. Themes can be active or inactive, and visible or invisible. One theme can be the editable theme. TOC is the Table Of Contents of the View. The width of the TOC can be set, as well as whether you can resize it or not. 1-10 ArcView Avenue Library (Cont.):  1-10 ArcView Avenue Library (Cont.) Making Views Make : View MakeWithGUI ( aGUIName ) : View Noticed functions and requests are grouped into different categories: Changing the Structure of a View AddTheme ( aTheme ) DeleteTheme ( aTheme ) FindTheme ( aName ) : Theme FindThemeByClass ( aName, aClass ) : Theme 1-10 ArcView Avenue Library (Cont.):  1-10 ArcView Avenue Library (Cont.) Getting and Setting Attributes (Partial List) Getting and Setting Attributes GetActiveThemes : List GetBackgroundSymbol : Symbol GetCoordinatePrecision : Number GetDisplay : Display GetEditableTheme : Theme GetFindString : String GetGraphics : GraphicList GetProjection : Prj GetThemes : List GetTOC : TOC GetTOCWidth : Number GetUnits : UnitsLinearEnum GetVisibleThemes : List IsTOCUnResizable : Boolean RefreshScale ReturnAOI : Rect ReturnExtent : Rect ReturnScale : Number SetAOI ( anAOI ) SetBackgroundSymbol ( aFill ) SetCoordinatePrecision ( decimalPlaces ) SetCoordsDMS ( showDMS ) SetCoordsVisible ( isVisible ) SetEditableTheme ( aTheme ) : Boolean SetInteractiveSnapping ( anFTheme, aSnapRule ) SetInteractiveSnappingPersistent ( isPersistent ) SetProjection ( aPrj ) SetScaleVisible ( isVisible ) SetTOCUnResizable ( isUnResizable ) SetTOCWidth ( aWidth ) SetUnits ( aUnit ) 1-10 ArcView Avenue Library (Cont.):  1-10 ArcView Avenue Library (Cont.) Interacting with the User (Apply Events Only) MoveUserRect ( aRect ) : Boolean ReturnUserCircle : Circle ReturnUserLine : Line ReturnUserPolygon : Polygon ReturnUserPolyLine : PolyLine ReturnUserRect : Rect Select SelectToEdit Manipulating a View Edit Export : FileName ExportToFile ( aFileName, aFormatString, aListOfParameters ) : FileName Find ( aString ) : Boolean GetAutoLabels ( aLabeler, unplaced ) GetOverlapLabelColor : Color 1-11 Controls in Avenue:  1-11 Controls in Avenue Similar to other programming languages, Avenue also has its controlling mechanism, using IF..THEN..ELSE, FOR loop, WHEN, etc. if..then..else if ( expression1 ) then request block1 end if ( expression1 ) then request block1 else request block2 end if ( expression1 ) then request block1 elseif ( expression2 ) then request block2 [else] request block3 end for each variable in collection [ by increment ] request block end 1-11 Controls in Avenue (Cont.):  1-11 Controls in Avenue (Cont.) Example for IF..THEN..ELSE, FOR EACH loop theView = av.GetActiveDoc themeList = theView.GetThemes if(themeList.count=0) then MsgBox.info(“No theme available!”, “INFO”) exit Else MsgBox.info(“You have “+themeList.count.AsString+” theme(s)”, “INFO”) End for each thm in themeList thmName = thm.GetName thmClass = thm.GetClassName MsgBox.info(“Theme: “+thmName+” is “+thmClass, “Theme Info”) End ‘This is program in class 1-11 Controls in Avenue (Cont.):  1-11 Controls in Avenue (Cont.) while ( expression) request block end Example: while (true) again = MsgBox.YesNo( "do it again", "DO IT", TRUE ) if (not again) then break end end 1-12 String, List and Numbers:  1-12 String, List and Numbers A String is a fixed length sequence of characters. The String class provides a host of requests for comparing, converting, manipulating, formatting and examining these sequences. Examples of String operations and requests: aStr = “Hellow” bStr = “Mike” cStr = aStr ++ bStr ++”!” MsgBox.info(cStr, “INFO”) dStr = “10200” dValue = dStr.AsNumber bAStr = aStr.IsNumber subAStr = aStr.Left(4) upBStr = bStr.UCase 1-12 String, List and Numbers (Cont.):  1-12 String, List and Numbers (Cont.) A List is an ordered collection of heterogeneous objects. An object in collection is called an element of that collection. Each element in a list is referenced through a list index number. The first index is always 0 and the last index is always List.Count - 1. Create a list with the brace notation or the Make request. myList = { "Red", 201, myView, anotherList } OR myList = List.Make myList.Add( "Red" ) myList.Add( 201 ) myList.Add( myView ) myList.Add( anotherList ) You may access list’s member variables and functions, for example: nElements = myList.Count 1-12 String, List and Numbers (Cont.):  1-12 String, List and Numbers (Cont.) anotherList = {1, 3, 5, 7, 9} anotherList.Insert(11) anotherList.Remove(3) anotherList.RemoveObj(3) Str1 = “dog” Str2 = “cat” Str3 = “mouse” strList = {Str1, Str2, Str3} MsgBox.info(“Str1 is “+Str1, “INFO”) Str1 = “another dog” MsgBox.info(“Str1 is “+Str1, “INFO”) You need to notice – list is a collection of references. If you change the content of a reference, you change the corresponding list member. 1-12 String, List and Numbers (Cont.):  1-12 String, List and Numbers (Cont.) Number: (1) Set Format Number.SetDefFormat( "d.ddd" ) ' application default aScript.SetNumberFormat( "d,dddd") ' script default aNumber.SetFormat( "dd" ) ' object Example: "d.dd" - at least one digit to the left of the decimal point and exactly two characters to the right. (2) Conversion between number and other data types aNumber.AsChar: Returns a string with one character. That character is the ASCII byte whose value is aNumber. Example: charX = 34.AsChar charX will be set as “ aNumber.AsString: Returns a string representation of aNumber. Example: stringX = 1204.AsString stringX will be set as “1204” 1-12 String, List and Numbers (Cont.):  1-12 String, List and Numbers (Cont.) (3)Arithmetic Operations and Functions +, -, *, /, ^, negate aNumber.AsString aNumber.Ceiling aNumber.floor aNumber.Truncate aNumber.sqrt aNumber.Cos aNumber.Sin aNumber.Tan aNumber.Log aNumber.Ln aNumber.Round aNumber.Mod aNumber.IsNull 1-13 Interacting with Views and Themes:  1-13 Interacting with Views and Themes What can you do with Views and Themes? Create a new View Add Themes to a View Change the order of themes in the table of contents. Change the drawing symbol of a theme Delete a theme Select features in a theme Set a projection Add graphics to View Attach graphics to a theme Convert selected features from a theme to a new theme ETC. 1-13 Interacting with Views and Themes (Cont.):  1-13 Interacting with Views and Themes (Cont.) Object model for views and themes: 1-13 Interacting with Views and Themes (Cont.):  1-13 Interacting with Views and Themes (Cont.) Example 1 – Create a SrcName from a table that contains x, y coordinates. theView = av.GetActiveDoc theVtab = av.GetProject.FindDoc(“Coords.txt”).GetVtab xField = theVtab.FindField(“xcoord”) yField = theVtab.FindField(“ycoord”) xySrc = XYName.Make(theVtab, xField, yField) theTheme = Theme.Make(xySrc) theView.AddTheme(theTheme) A SrcName identifies the data used to create an ArcView theme. An XYName is a kind of SrcName used to create XY event themes. An XY event theme is a point theme created from coordinate data carried in a VTab. When the XY event theme is created, ArcView creates an FTab which contains the points identified by the X and Y Fields. This FTab is rebuilt from the VTab when the project is restored; it is not explicitly saved to file. 1-13 Interacting with Views and Themes (Cont.):  1-13 Interacting with Views and Themes (Cont.) Example 2 – Changing the order of themes in a view’s table of contents theView = av.GetActiveDoc theTHemeList = theView.GetThemes ‘the first theme becomes the last theThemeList.Shuffle(theThemeList.Get(0), (theTHemeList.Count)) ‘make the last theme active theThemeList.Get(theThemeList.Count – 1).SetActive(true) Theview.InvalidateTOC(nil) theView.GetDisplay.Invalidate(true) aTOC = aView.GetTOC aTOC.SetOrderLocked 1-13 Interacting with Views and Themes (Cont.):  1-13 Interacting with Views and Themes (Cont.) Example 3 – Chaning the symbol a theme is drawn with theView = av.GetActiveDoc theTheme = theView.GetThemes.Get(0) theLegend = theTheme.GetLegend ‘Get the first symbol and change its color to blue theSymbol = theLegend.GetSymbols.Get(0) theSymbol.SetColor(Color.getBlue) ‘Update the legend to reflect the change and draw the theme theTheme.UpdatedLegend Example 4 – Deleting active themes theView = ac.GetActiveDoc for each t in theView.GetActiveThemes if(MsgBox.YesNo(“Are you sure you want to delete theme “+t.asString+ “?”, “Delete Theme”, true)) then theView.DeleteTheme(t) end Av.GetProject.SetModified(true) 1-13 Interacting with Views and Themes (Cont.):  1-13 Interacting with Views and Themes (Cont.) Example 5 – Selecting features with the mouse theView = av.GetActiveDoc theTheme = theView.GetActiveThemes.Get(0) theRectangle = theView.ReturnUserRect theTheme.SelectByRect(theRectangle, #VTAB_SELTYPE_NEW) Example 6 – Selecting features with graphic shapes theView = ac.GetActiveDoc theTheme = theView.GetActiveThemes.Get(0) theGraphics = theView.GetGraphics.GetSelected shapeList = {} for each g in theGraphics shapeList.Add(g.GetShape) end theTheme.SelectByShapes(shapeList, #VTAB_SELTYPE_NEW) 1-13 Interacting with Views and Themes (Cont.):  1-13 Interacting with Views and Themes (Cont.) Example 7 – Set the background of current view to red color theView = av.GetActiveDoc color1 = Color.Make color1.SetRgbList({255,255,0}) symbol1 = Symbol.Make(#SYMBOL_FILL) symbol1.SetColor(color1) symbolX = theView.GetBackgroundSymbol theView.SetBackgroundSymbol(symbol1) theView.Invalidate Example 8 – Set propertis of current view theView = av.GetActiveDoc theView.SetCreator(“John Smith") theView.SetComments(“Empty") theView.SetName(“GEOG-EXAMPLE8") 1-14 MsgBox Class:  1-14 MsgBox Class The MsgBox class provides requests for modal interaction with the end-user. Some requests prompt for user input, while others only display messages. All requests require the user to acknowledge the MsgBox by clicking a response. Class requests can be divided into two categories: display and input. (1) Display requests MsgBox.info(“A Message”, “A Title”) MsgBox.Error(“A Message”, “A Title”) MsgBox.Report(“A Long Message”, “A Title”) (2) User Input requests MsgBox.YesNo( aMsg, aTitle, defaultIsYes ) : Boolean MsgBox.Input ( aMsg, aTitle, defaultString ) : String MsgBox.MultiInput (aMsg, aTitle, labels, defaults): List MsgBox.List (aList, aMsg, aTitle): Obj MsgBox.MultiList (aList, aMsg, aTitle): List 1-14 MsgBox Class (Cont.):  1-14 MsgBox Class (Cont.) Example A: labels = { "catalog number", "size", "color", "price" } defaults = { "2Y4445G", "4", "red", "24.99" } order = MsgBox.MultiInput( "Make your order", "Order", labels, defaults ) MsgBox.ListAsString( order, "Here is your order", "LOOK" ) Example B: theView = av.GetActiveDoc theThemeList = theView.GetThemes deleteThmList = MsgBox.MultiList (theThemeList, “Please choose themes you want to delete”, “Themes Selection”) for each thm in deleteThmList theView.DeleteTheme(thm) end av.GetProject.SetModified(true) Exercises:  Exercises Create a script, which will prompt a list of all point themes to user. User will choose one of them. The selected theme will be moved to the top and set to be active. Draw a red circle on current view. The bounding square of the circle will be ¼ of the display area. Set circle’s center at the center of display area as well. Design a script to diagnose if a person is overweight or underweight, using weight (pound) and height (feet). Using the following formulas: - Standard Weight: sw = (height*30.48-105)/0.454 - Normal Weight: sw*0.9<=weight<=sw*1.1 - Over Weight: sw*1.1<weight<=sw*1.2 - Under Weight: sw*0.8<=weight<sw*0.9 - Fat: weight>sw*1.2 - Thin: weight<sw*0.8 Note: This is only for Avenue exercise. Do not use this for real diagnosis. More Exercises:  More Exercises (4) Generate a random number between 1-100, and prompt a dialog for user to make a guess. If it matches the random number, prompt a message (how many times user tried) to user and stop the program, otherwise prompt user a message with information about the comparison (greater than, or smaller than) and ask user to make another guess.

Add a comment

Related presentations

Related pages


HTST 593 Selected Topics in History: The 1970s Energy Crises Instructor: Dr Petra Dolata E-Mail: pdolata@ucalgary.ca Phone: 403 220 8152 Office: SS 634
Read more

A review of two Trotsky biographies by Geoffrey Swain and ...

World Socialist Web Site ... 9 May 2007 Today we publish the ... Ibid, 593. [6] Ibid, p. 595. [7] Ibid, p. 596. [8] 1937: Stalin’s ...
Read more

GISci-Programming--PPT | Powerpoint Presentations and ...

Presentation Summary : Geog 593 ... Source : http://www.unc.edu/~liangj/geog593/lectures/593_2007_lec1.ppt. Sponsored Links. About; Contact Us; Family safe;
Read more

Microsoft Excel 2007 in Urdu Part 7 - YouTube

Microsoft Excel 2007 in Urdu Part 15 - Duration: ... MS Excel 2007 Lec1 in Urdu - Duration: ... Zafarullah Channa 593 views.
Read more

Ms Excel 2007 Home Menu Part-III (In Urdu) - YouTube

Ms Excel 2007 Home Menu Part-V ... Zafarullah Channa 593 views. 8:37 MS Excel 2007 Lec1 in Urdu - Duration: ...
Read more

Expression of ZmLEC1 and ZmWRI1 Increases Seed Oil ...

Increasing seed oil production is a ... 2007 ; Mu et al., 2008; ... we report that overexpression of maize LEC1 (ZmLEC1) increases seed oil production but ...
Read more

224s.09.lec1 - Ace Recommendation Platform - 1

CS 224S / LINGUIST 281 Speech Recognition, Synthesis, and Dialogue Dan Jurafsky 1/5/07 Lecture 1: Short introduction to the course, the ARPAbet, and ...
Read more

H8800VAAAB | SPST Rocker Switch, On-Off, 15 A@ 250 V ac 19 ...

Buy SPST Rocker Switch, On-Off, 15 A@ 250 V ac 19.2mm 6.9mm, H8800VAAAB. Free Next Day Delivery. Browse our latest Rocker Switches offers.
Read more

Identification of novel splice variants of Adhesion G ...

Identification of novel splice variants of ... BMC, Box 593, 751 ... EMR3, GPR56, GPR110, GPR112-GPR114, GPR116, GPR123-GPR126, GPR133, HE6, and LEC1 ...
Read more