What Are Spatial Skills?

Spatial skills are mental processes that allow us to visualize an
image in our head and manipulate it. These skills are used in many
daily activities such as writing, building, hiking, video games and
organizing tasks or objects. When you look at a map and visualize the
path you must take, you are using spatial skills. Spatial skills can
be increased through training. Playing video games, drawing, memory
games or games that require reconstructing objects can increase your
spatial skills. Spatial ThinkingWe use spatial skills to to a
variety of mental tasks, like completing figures, such as graphs or
models, visualizing patterns and identifying shapes. Spatial thinking
also plays a role in
Visual spatial skills are a set of cognitive functions often
associated with a specific style of learning. Visual spatial thinkers
are often referred to as right-brained. They're often artists or have
artistic inclinations. They think in pictures and learn conceptually,
not sequentially. Often, visual spatial thinkers struggle with linear
concepts and sequential learning styles. Visual ThinkingVisual
spatial skills include conceptualizing physical shapes. The shapes may
be two-dimensional or three-dimensional. Visual spatial thinkers can
glean significant understanding of a shape with a relatively small
amount of information, and the same is true for spatial distances and
relationships. V
Spatial relation is the distance between objects. Spatial relations
skills begin at infancy, when a baby begins learning the world through
touch and relating the size of objects to the size of his own body. As
the child grows older, he continues to use his body as a measurement
tool, relating the distance of an object from his body to the size of
the object based on his body. This form of spatial relation improves
with age, as knowledge grows. As an adult, you can improve your
spatial relation skills by practicing a few basic
concepts.Difficulty:Moderately EasyInstructions Things You'll
Index cards
class="error">Practice differentiating between n
Spatial skills are the ability to locate objects in a
three-dimensional space. This plays a role in how people read a map,
drive a car or follow building instructions. It is an important skill
to develop, as spatial skills help determine how you interact with the
world. There are many ways of developing better spatial skills, and
one surprising tool for this purpose is video games. Multiple studies,
including ones published in Psychological Science, showed that men
typically had better spatial skill development than women but that
video games could be used to even out that
difference.Difficulty:Moderately EasyInstructions Choose several
games that you will enjoy playing. Ideally, the game
Hobbies, Games & Toys
Spatial relations skills are the ability to distinguish points in
space or time. To excel in certain careers, it's important to be
strong in these skills. Scientists distinguish between two types of
spatial skills. Individuals with visual skills use their sense of
sight to distinguish between two points. Motor spatial skills are the
ability to use the body accurately and smoothly in performing a task.
Health Sciences CareersCareers that involve chemistry rely greatly
on strong spatial skills. This includes many careers in medicine,
dentistry and science. Surgeons use both visual and motor spatial
skills while performing surgery. Chemists rely on vision for
measurements and the ability to
Careers & Job Searching
I am trying to use R to model grids of agents that change their
decisions based on the decisions of other agents in their direct
proximity. Basically - each agent looks to the other agents around him
on the grid, and might change its behaviour based on the the actions
around him. I have included some sample dinky-toy code per below to
show (one iteration) of such dynamic.I am wondering whether a) there
is an elegant manner to address the boundaries of the grid (currently
the t+1, i+1 code does
Programming Languages
Hi All,
I have the following query which was based on a working
query in MySQL:
(dont be afraid of the size of the query you see
below, later on I will concentrate on part of this query)
count(*) FROM ((SELECT * FROM tileinfo where julianDay BETWEEN
DATE2JDAY((2003-03-01 00:00:00),0) AND DATE2JDAY((2003-03-01 23:59:59
),0) AND intersects(tile, geomFromText(POLYGON((-10.84 35.8,18.14
35.8,18.14 59.41,-10.84 59.41,-10.84 35.8)),4326))) tic0 LEFT JOIN
(tileinfo_meta__2p left join meta__2p on tileinfo_meta__2p.fk_name =
meta__2p.pk_name) on tic0.pk_tileinfo = tileinfo_meta__2p.fk_tileinfo
((SELECT * FROM tileinfo where julianDay BETWEEN

I'm trying to produce a nice bubble plot overlaid on top of a
basemap of the US (i could import a shapefile if that is preferred but
i've been using the R basemaps.

myData =

Using this code below, that i adapted from another stack overflow
post ( href="http://stackoverflow.com/questions/23427479/create-bubble-plot-in-r-using-satellite-map">Create
bubble plot in R using satellite map), i am able to overlay a
bubble plot on a map of the US. However this renders very slowly, the
extent is too tight, it is bounded in a box, i'm not able to add other
layers to the plot from what i can tell, and the base map is thick and
not visually clean.

xy <- myData[,c("long", "lat")]
nl <- getData('GADM', country="USA", level=1) #raster data, format
nl <- gSimiplify(nl, tol=0.01, topologyPreserve=TRUE)
# coercing the polygon outlines to a SpatialLines object
spl <- list("sp.lines", as(nl, "SpatialLines"))
SPDF <- SpatialPointsDataFrame(coords=xy, data=myData)
coordinates(myData) <- c("lat", "long")
projection(SPDF)<- "+proj=longlat +ellps=WGS84 +datum=WGS84
+no_defs +towgs84=0,0,0"
coordinates(SPDF)[1:5,] #retrieves spatial coordinates form the
bubble(SPDF, "pop", sp.layout=spl, main="This is It!")

I can draw a nice basemap using this code. I add points to the map
but they are not sized by the pop column in my data. And i can add
additional layers to this map. But can i control the size of the
points and the symbol itself like i can using a bubble plot?

map(database= "world", ylim=c(45,90), 
xlim=c(-160,-50), col="grey80",
fill=TRUE, projection="gilbert",
orientation= c(90,0,225))

coord <- mapproject(myData$lon, myData$lat,
proj="gilbert",orientation=c(90, 0, 225))
points(coord, pch=20, cex=1.2, col="red")

Can anyone please guide me towards the best way to plot a bubble
map in R where i can adjust the fill and outline of the symbols in the
bubble map, And i can add a clean basemap, that i can a) control the
colors of (fill and lines) and b) add additional layers to (for
instance another shapefile layer).

Thank you in advance for any advice.

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