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Summing multiple years of rain data using Google Earth Engine?


Google Earth Engine - NASA/NEX Climate DataIterating over years for features in feature collection using Google Earth Engine?“Batch processing” data of multiple ROIs in Google Earth EngineLinearFit with Google Earth EngineGoogle Earth Engine - Map.addLayerMultiple date filter Google Earth EngineImporting weather data using Google Earth Engine and visualizing them?Classification of NDVI using Google Earth EngineMulti-Trend in Google Earth Engine?Summation of multiple map layers?






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0















I am trying to determine the what areas tend to get rain in a specific interval of time over multiple years. What I am doing is taking the filter date (in this case June 15th through July 15th) and outputting that data into its own layer. Where I am running into trouble is when I have multiple years of data, summing that data gives me a completely inaccurate output layer. What i'm trying to do is "stack" the years on top of one another on the map. See below for examples.



var dataset = ee.ImageCollection('OREGONSTATE/PRISM/AN81d')
var precip = dataset.select('ppt');
var precipitationVis =
min: 0.0,
max: 50.0,
palette: ['1621A2', 'white', 'cyan', 'green', 'yellow', 'orange', 'red'],
;
Map.setCenter(-86.55, 47.71, 7);

var precip2012 = precip.filterDate("2014-06-15", "2014-07-15");
var precip2013 = precip.filterDate("2015-06-15", "2015-07-15");

var total2012 = precip2012.reduce(ee.Reducer.sum());
var total2013 = precip2013.reduce(ee.Reducer.sum());

var final = total2012.add(total2013);
Map.addLayer(final, precipitationVis,
'Final Layer');

Map.addLayer(precip.filterDate('2012-06-25', '2012-07-15'), precipitationVis, '2012');
Map.addLayer(precip.filterDate('2013-06-25', '2013-07-15'), precipitationVis, '2013');


This is the output for 2012
This is the output for 2012



This is the output for 2013
enter image description here



And this is the output when I use the Reducer.sum function



enter image description here



So as you can see, the 'layered' final image is complete trash. I'm not sure where the numbers are coming from or how it is getting wild outputs (the minimum output value for the final layer is "100" when there at most in the previous layers were 4-5 mm of rain.)



What I want to be able to do is put 20 years of precip data for that june-july range onto one layer where it accumulates in each year if there was precipitation in that pixel. Does that make sense what i'm trying to do?



This is what the image looks like when I enable both the 2012 and 2013 layer at the same time:



enter image description here



And that's what I want the final product to look like, however when I do this just using the layers, the opacity goes to full after 3-4 layers.



So how would I compile each layer (2012 & 2013) into a final layer?










share|improve this question
























  • You're looking at a month-long window of daily data (analytically) but when you plot the 2012 and 2013 imageCollections you're only plotting the first layer of each imageCollection

    – JepsonNomad
    Apr 3 at 19:30











  • Can you clarify what you mean when you say "you're only plotting the first layer of each imageCollection" ?

    – Joey Roses
    Apr 4 at 15:37











  • Apologies; the first() layer is not what's being plotted. As per the earthengine Image Collections tutorial, "When you add an ImageCollection to the map, it is displayed as a recent-value composite, meaning that only the most recent pixels are displayed" - developers.google.com/earth-engine/tutorial_api_04. Regardless, when you use Map.addLayer(precip.filterDate('2012-06-25', '2012-07-15'...) you aren't plotting the seasonal sum.

    – JepsonNomad
    Apr 5 at 3:07











  • I was looking through as much documentation I could find on ".filterDate" and am left still a little perplexed as to how it works. Are you saying that if I select a date range (lets say June 15th to July 15th), that only the most recent pixels are shown? (ie. only the last 3-4 days of rain?) or is it any and all rain between that specified time range?

    – Joey Roses
    2 days ago











  • .filterDate() still leaves you with an imageCollection, so yes adding the product of .filterDate() as a map layer will only show the most recent data.

    – JepsonNomad
    2 days ago

















0















I am trying to determine the what areas tend to get rain in a specific interval of time over multiple years. What I am doing is taking the filter date (in this case June 15th through July 15th) and outputting that data into its own layer. Where I am running into trouble is when I have multiple years of data, summing that data gives me a completely inaccurate output layer. What i'm trying to do is "stack" the years on top of one another on the map. See below for examples.



var dataset = ee.ImageCollection('OREGONSTATE/PRISM/AN81d')
var precip = dataset.select('ppt');
var precipitationVis =
min: 0.0,
max: 50.0,
palette: ['1621A2', 'white', 'cyan', 'green', 'yellow', 'orange', 'red'],
;
Map.setCenter(-86.55, 47.71, 7);

var precip2012 = precip.filterDate("2014-06-15", "2014-07-15");
var precip2013 = precip.filterDate("2015-06-15", "2015-07-15");

var total2012 = precip2012.reduce(ee.Reducer.sum());
var total2013 = precip2013.reduce(ee.Reducer.sum());

var final = total2012.add(total2013);
Map.addLayer(final, precipitationVis,
'Final Layer');

Map.addLayer(precip.filterDate('2012-06-25', '2012-07-15'), precipitationVis, '2012');
Map.addLayer(precip.filterDate('2013-06-25', '2013-07-15'), precipitationVis, '2013');


This is the output for 2012
This is the output for 2012



This is the output for 2013
enter image description here



And this is the output when I use the Reducer.sum function



enter image description here



So as you can see, the 'layered' final image is complete trash. I'm not sure where the numbers are coming from or how it is getting wild outputs (the minimum output value for the final layer is "100" when there at most in the previous layers were 4-5 mm of rain.)



What I want to be able to do is put 20 years of precip data for that june-july range onto one layer where it accumulates in each year if there was precipitation in that pixel. Does that make sense what i'm trying to do?



This is what the image looks like when I enable both the 2012 and 2013 layer at the same time:



enter image description here



And that's what I want the final product to look like, however when I do this just using the layers, the opacity goes to full after 3-4 layers.



So how would I compile each layer (2012 & 2013) into a final layer?










share|improve this question
























  • You're looking at a month-long window of daily data (analytically) but when you plot the 2012 and 2013 imageCollections you're only plotting the first layer of each imageCollection

    – JepsonNomad
    Apr 3 at 19:30











  • Can you clarify what you mean when you say "you're only plotting the first layer of each imageCollection" ?

    – Joey Roses
    Apr 4 at 15:37











  • Apologies; the first() layer is not what's being plotted. As per the earthengine Image Collections tutorial, "When you add an ImageCollection to the map, it is displayed as a recent-value composite, meaning that only the most recent pixels are displayed" - developers.google.com/earth-engine/tutorial_api_04. Regardless, when you use Map.addLayer(precip.filterDate('2012-06-25', '2012-07-15'...) you aren't plotting the seasonal sum.

    – JepsonNomad
    Apr 5 at 3:07











  • I was looking through as much documentation I could find on ".filterDate" and am left still a little perplexed as to how it works. Are you saying that if I select a date range (lets say June 15th to July 15th), that only the most recent pixels are shown? (ie. only the last 3-4 days of rain?) or is it any and all rain between that specified time range?

    – Joey Roses
    2 days ago











  • .filterDate() still leaves you with an imageCollection, so yes adding the product of .filterDate() as a map layer will only show the most recent data.

    – JepsonNomad
    2 days ago













0












0








0


0






I am trying to determine the what areas tend to get rain in a specific interval of time over multiple years. What I am doing is taking the filter date (in this case June 15th through July 15th) and outputting that data into its own layer. Where I am running into trouble is when I have multiple years of data, summing that data gives me a completely inaccurate output layer. What i'm trying to do is "stack" the years on top of one another on the map. See below for examples.



var dataset = ee.ImageCollection('OREGONSTATE/PRISM/AN81d')
var precip = dataset.select('ppt');
var precipitationVis =
min: 0.0,
max: 50.0,
palette: ['1621A2', 'white', 'cyan', 'green', 'yellow', 'orange', 'red'],
;
Map.setCenter(-86.55, 47.71, 7);

var precip2012 = precip.filterDate("2014-06-15", "2014-07-15");
var precip2013 = precip.filterDate("2015-06-15", "2015-07-15");

var total2012 = precip2012.reduce(ee.Reducer.sum());
var total2013 = precip2013.reduce(ee.Reducer.sum());

var final = total2012.add(total2013);
Map.addLayer(final, precipitationVis,
'Final Layer');

Map.addLayer(precip.filterDate('2012-06-25', '2012-07-15'), precipitationVis, '2012');
Map.addLayer(precip.filterDate('2013-06-25', '2013-07-15'), precipitationVis, '2013');


This is the output for 2012
This is the output for 2012



This is the output for 2013
enter image description here



And this is the output when I use the Reducer.sum function



enter image description here



So as you can see, the 'layered' final image is complete trash. I'm not sure where the numbers are coming from or how it is getting wild outputs (the minimum output value for the final layer is "100" when there at most in the previous layers were 4-5 mm of rain.)



What I want to be able to do is put 20 years of precip data for that june-july range onto one layer where it accumulates in each year if there was precipitation in that pixel. Does that make sense what i'm trying to do?



This is what the image looks like when I enable both the 2012 and 2013 layer at the same time:



enter image description here



And that's what I want the final product to look like, however when I do this just using the layers, the opacity goes to full after 3-4 layers.



So how would I compile each layer (2012 & 2013) into a final layer?










share|improve this question
















I am trying to determine the what areas tend to get rain in a specific interval of time over multiple years. What I am doing is taking the filter date (in this case June 15th through July 15th) and outputting that data into its own layer. Where I am running into trouble is when I have multiple years of data, summing that data gives me a completely inaccurate output layer. What i'm trying to do is "stack" the years on top of one another on the map. See below for examples.



var dataset = ee.ImageCollection('OREGONSTATE/PRISM/AN81d')
var precip = dataset.select('ppt');
var precipitationVis =
min: 0.0,
max: 50.0,
palette: ['1621A2', 'white', 'cyan', 'green', 'yellow', 'orange', 'red'],
;
Map.setCenter(-86.55, 47.71, 7);

var precip2012 = precip.filterDate("2014-06-15", "2014-07-15");
var precip2013 = precip.filterDate("2015-06-15", "2015-07-15");

var total2012 = precip2012.reduce(ee.Reducer.sum());
var total2013 = precip2013.reduce(ee.Reducer.sum());

var final = total2012.add(total2013);
Map.addLayer(final, precipitationVis,
'Final Layer');

Map.addLayer(precip.filterDate('2012-06-25', '2012-07-15'), precipitationVis, '2012');
Map.addLayer(precip.filterDate('2013-06-25', '2013-07-15'), precipitationVis, '2013');


This is the output for 2012
This is the output for 2012



This is the output for 2013
enter image description here



And this is the output when I use the Reducer.sum function



enter image description here



So as you can see, the 'layered' final image is complete trash. I'm not sure where the numbers are coming from or how it is getting wild outputs (the minimum output value for the final layer is "100" when there at most in the previous layers were 4-5 mm of rain.)



What I want to be able to do is put 20 years of precip data for that june-july range onto one layer where it accumulates in each year if there was precipitation in that pixel. Does that make sense what i'm trying to do?



This is what the image looks like when I enable both the 2012 and 2013 layer at the same time:



enter image description here



And that's what I want the final product to look like, however when I do this just using the layers, the opacity goes to full after 3-4 layers.



So how would I compile each layer (2012 & 2013) into a final layer?







google-earth-engine precipitation






share|improve this question















share|improve this question













share|improve this question




share|improve this question








edited yesterday









PolyGeo

53.8k1781245




53.8k1781245










asked Apr 3 at 16:44









Joey RosesJoey Roses

216




216












  • You're looking at a month-long window of daily data (analytically) but when you plot the 2012 and 2013 imageCollections you're only plotting the first layer of each imageCollection

    – JepsonNomad
    Apr 3 at 19:30











  • Can you clarify what you mean when you say "you're only plotting the first layer of each imageCollection" ?

    – Joey Roses
    Apr 4 at 15:37











  • Apologies; the first() layer is not what's being plotted. As per the earthengine Image Collections tutorial, "When you add an ImageCollection to the map, it is displayed as a recent-value composite, meaning that only the most recent pixels are displayed" - developers.google.com/earth-engine/tutorial_api_04. Regardless, when you use Map.addLayer(precip.filterDate('2012-06-25', '2012-07-15'...) you aren't plotting the seasonal sum.

    – JepsonNomad
    Apr 5 at 3:07











  • I was looking through as much documentation I could find on ".filterDate" and am left still a little perplexed as to how it works. Are you saying that if I select a date range (lets say June 15th to July 15th), that only the most recent pixels are shown? (ie. only the last 3-4 days of rain?) or is it any and all rain between that specified time range?

    – Joey Roses
    2 days ago











  • .filterDate() still leaves you with an imageCollection, so yes adding the product of .filterDate() as a map layer will only show the most recent data.

    – JepsonNomad
    2 days ago

















  • You're looking at a month-long window of daily data (analytically) but when you plot the 2012 and 2013 imageCollections you're only plotting the first layer of each imageCollection

    – JepsonNomad
    Apr 3 at 19:30











  • Can you clarify what you mean when you say "you're only plotting the first layer of each imageCollection" ?

    – Joey Roses
    Apr 4 at 15:37











  • Apologies; the first() layer is not what's being plotted. As per the earthengine Image Collections tutorial, "When you add an ImageCollection to the map, it is displayed as a recent-value composite, meaning that only the most recent pixels are displayed" - developers.google.com/earth-engine/tutorial_api_04. Regardless, when you use Map.addLayer(precip.filterDate('2012-06-25', '2012-07-15'...) you aren't plotting the seasonal sum.

    – JepsonNomad
    Apr 5 at 3:07











  • I was looking through as much documentation I could find on ".filterDate" and am left still a little perplexed as to how it works. Are you saying that if I select a date range (lets say June 15th to July 15th), that only the most recent pixels are shown? (ie. only the last 3-4 days of rain?) or is it any and all rain between that specified time range?

    – Joey Roses
    2 days ago











  • .filterDate() still leaves you with an imageCollection, so yes adding the product of .filterDate() as a map layer will only show the most recent data.

    – JepsonNomad
    2 days ago
















You're looking at a month-long window of daily data (analytically) but when you plot the 2012 and 2013 imageCollections you're only plotting the first layer of each imageCollection

– JepsonNomad
Apr 3 at 19:30





You're looking at a month-long window of daily data (analytically) but when you plot the 2012 and 2013 imageCollections you're only plotting the first layer of each imageCollection

– JepsonNomad
Apr 3 at 19:30













Can you clarify what you mean when you say "you're only plotting the first layer of each imageCollection" ?

– Joey Roses
Apr 4 at 15:37





Can you clarify what you mean when you say "you're only plotting the first layer of each imageCollection" ?

– Joey Roses
Apr 4 at 15:37













Apologies; the first() layer is not what's being plotted. As per the earthengine Image Collections tutorial, "When you add an ImageCollection to the map, it is displayed as a recent-value composite, meaning that only the most recent pixels are displayed" - developers.google.com/earth-engine/tutorial_api_04. Regardless, when you use Map.addLayer(precip.filterDate('2012-06-25', '2012-07-15'...) you aren't plotting the seasonal sum.

– JepsonNomad
Apr 5 at 3:07





Apologies; the first() layer is not what's being plotted. As per the earthengine Image Collections tutorial, "When you add an ImageCollection to the map, it is displayed as a recent-value composite, meaning that only the most recent pixels are displayed" - developers.google.com/earth-engine/tutorial_api_04. Regardless, when you use Map.addLayer(precip.filterDate('2012-06-25', '2012-07-15'...) you aren't plotting the seasonal sum.

– JepsonNomad
Apr 5 at 3:07













I was looking through as much documentation I could find on ".filterDate" and am left still a little perplexed as to how it works. Are you saying that if I select a date range (lets say June 15th to July 15th), that only the most recent pixels are shown? (ie. only the last 3-4 days of rain?) or is it any and all rain between that specified time range?

– Joey Roses
2 days ago





I was looking through as much documentation I could find on ".filterDate" and am left still a little perplexed as to how it works. Are you saying that if I select a date range (lets say June 15th to July 15th), that only the most recent pixels are shown? (ie. only the last 3-4 days of rain?) or is it any and all rain between that specified time range?

– Joey Roses
2 days ago













.filterDate() still leaves you with an imageCollection, so yes adding the product of .filterDate() as a map layer will only show the most recent data.

– JepsonNomad
2 days ago





.filterDate() still leaves you with an imageCollection, so yes adding the product of .filterDate() as a map layer will only show the most recent data.

– JepsonNomad
2 days ago










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