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Questions tagged [time-series]

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13 views

Day of the year values of pixels

I am trying to implement TWDTW model in R with dtwSat package. (You can find all the data here: https://www.jstatsoft.org/article/view/v088i05) In page 12, the paper gives a method to produce a land ...
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0answers
11 views

Fill missing dates and hours in time series using R? [on hold]

I have a data series ranging from 2013 to 2017, hourly. The data series has many gaps in some days and hours. I need to fill these gaps with blank or NaN. How can I do this using R? In this link ...
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0answers
21 views

Smoothing MODIS LAI? [on hold]

I am trying to smooth 8 days LAI data from MODIS and managed to work around it with several algorithms such as loess, Savitzky–Golay, smooth.spline etc. This is pretty much going well if the level of ...
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0answers
6 views

VCT Algorithm Using Landsat time series

I want to apply the Vegetation Change Tracker (vct) algorithm using Landsat time series. I have removed the water bodies out of the images, I have computed the FZ and IFZ values so that every image ...
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0answers
17 views

Using BFAST Spatial algorithm in R?

I have 65 monthly MOD11A2 (LST) images. The images came from the average of the original 8 day products. I have made them a time series stack using the timeStackMODIS function of the bfastSpatial ...
2
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2answers
34 views

Creating time series (NDVI) for each polygon contained in feature collection in Google Earth Engine?

I have an image collection of Landsat 5 and a feature collection of thousands polygons and points (in the example, I only have three). I would like to compute the NDVI (and NDWI) mean for each polygon ...
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1answer
35 views

Leaflet Time Series

I am trying to create a code using leaflet and am having trouble animating a series of weather radar images using WMS. My code is as follows: <!DOCTYPE html> <html> <head> <...
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1answer
18 views

NDVI time series chart showing multiple values for the same point in Google Earth Engine

I tried to generate a time series chart of NDVI using Sentinel-2 data for multiple points. But the chart has vertical plots with two values for same point and same date. Here is the code: var ...
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1answer
29 views

Getting 16 days composite in Google Earth Engine? [closed]

I've wrote this code. In this code I've call lst daily product. But I don't know how can I compute 16 days mean composite from daily product? code link: https://code.earthengine.google.com/...
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0answers
21 views

Filter specific month in image collection, Google Earth Engine? [duplicate]

I've wrote this below code. but I don't know, how can I call Landsat images for October (specific month) from 2014 to 2019? code link: https://code.earthengine.google.com/...
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1answer
46 views

Convert Landcover Raster to Vector to Use for Tracking NDVI Over Time

I want to look at NDVI and other spectral indices over time and compare these time series across different land cover types. I believe I have the code to do this but I'm running into the error that I ...
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0answers
35 views

Mean function from rts package, returns empty dataset, R

I am using the rts package in R and specifically the mean function, over a a gridded climatic dataset with many NA values. When I use apply.yearly(my_rts_object,mean) all I get is an empty raster ...
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1answer
53 views

Show time series data with non-contiguous times using Leaflet TimeDimension plugin

My data is made up of squares forming a grid where the value of each square changes with time. The times are equally spaced with 1 hour intervals, however, the data is only available for a certain ...
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2answers
32 views

Mapbox GL JS - Trouble Loading Data to Create Layer

I am new to Mapbox GL JS and working with starter code from "Create a Time Slider" below: https://docs.mapbox.com/mapbox-gl-js/example/timeline-animation/ To pull in the data, the code uses d3.json ...
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0answers
56 views

Extracting time series from image collection in Google Earth Engine?

I tried to perform a pixel based time series change detection algorithm in GEE for a defined region, so i intended to extract every pixel time series values into something like a table or matrix, and ...
0
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1answer
114 views

Load GeoJSON polygon time series with Leaflet Time Dimension plug-in?

I have a GeoJSON file with time series data, representing repeating polygons with varying data. I have managed to display the data for one time interval (a subset of the data representing one interval)...
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0answers
59 views

Data organization in Google Earth Engine image collection?

I defined an image collection contains all landsat SR images(LT5,LE7 and LC8) only including some specific bands each. Finally 685 images in path 120 and row 32, each contains 10 bands were selected. ...
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0answers
21 views

Statistic validation for spectral trajectories/trend from ground truth dataset

I'm doing an extraction of spectral trajectories for disturbed forest pixels using multitemporal (single scene for 20 years) Landsat Surface Reflectance products. Usually, forest disturbances are ...
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0answers
28 views

Calculating MODIS 8-day composite GPP product as yearly [closed]

I want to use MODIS GPP 8-day composite product for an annual time series analysis. How to calculate the annual GPP from the 8-day composite? Since the fractions represent the daily average rates of ...
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0answers
88 views

Editing and saving CSV file to use in plugin for QGIS?

For using in a plugin (PS Time Series Viewer), I want to edit a CSV file in the way plugin wants. Somehow I think there's a problem with the CSV file. I would like to tell you all my steps because I ...
1
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1answer
51 views

Getting weekly mean composite in Google Earth Engine?

I am currently working on a time-series in Google Earth Engine. Iam still quite inexperienced, especially when it comes to functions. I want to extract the mean values of Sentinel1-images for each ...
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0answers
18 views

Reclassification of a two-sided significance test result of a rasterstack

I have in my project to analyze a time series of NDVI data for significant changes. For this I did a pixelwise check: # Loading all necessary libraries library(sp) library(raster) library(rgdal) ...
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0answers
46 views

Growing Season Length in Google Earth Engine?

I am trying to estimate growing season length with the MCD12Q2 dataset (Land Cover Dynamics Yearly L3 Global 500 m), which includes dates for the start and end of the growing season (...
2
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2answers
87 views

Calculating number of days between first and last frost in Google Earth Engine?

I want to do two things. First, I want to map the number of nights that have temperatures below 0 in one year. This code seems to do this. Second, I want to calculate the number of days between ...
1
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1answer
105 views

Tile error Google Earth Engine “Some bands might require explicit casts”

I'm getting this error when trying to map the result after calculating the seasonal median NDVI images for a time series with 7 different landsat tiles in Google Earth Engine: Link to the code : ...
2
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3answers
167 views

Extracting pixel time series from Google Earth Engine

I have written a short program in Python to extract a time series for any given pixel for MODIS data stored in the Google Earth Engine. The code is working fine and returns a data frame containing the ...
0
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1answer
51 views

Sentinal NDVI Time series Chart and CLassification

I am working on NDVI time series analysis using Sentinal data and also classifying the data it will give some error and not working and how can i get the chart of three different features in ...
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0answers
34 views

Creating decision rules on pixel level in time series layer in R? [closed]

I am using Landsat 5, 7, 8 images and RStudio. My goal is to compute the disturbance in a given area using the Vegetation Change Tracker (VCT) algorithm. I would like to ask you if you could provide ...
0
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1answer
27 views

Multidimensional File to allow for pixel values across time series

I have a composite of SAR (28 images in a time series) data and I am trying to get the values of each pixel for the whole time series. I am looking at the coefficient of variation and trying to ...
0
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1answer
72 views

Google Earth Engine, Image Collection Statistics?

I've wrot below code for time series processing via modis LST product, but it shows this error: ImageCollection (Error) Error in map(ID=2018_06_02): Image.constant: Parameter 'value' is required. ...
0
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1answer
35 views

How to interpret the red trend map of time series on Google Earth Engine?

I'm starting to play with Google Earth Engine. Following https://docs.google.com/document/d/1mNIRB90jwLuASO1JYas1kuOXCLbOoy1Z4NlV1qIXM10/edit# I managet to put together this https://code.earthengine....
0
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1answer
48 views

Correlating Point Samples and MODIS SST in Google Earth Engine

I've got a dataset of ~60 points that we've taken during a series of oceanographic cruises where we were sampling, among other things, sea surface temperature. I'm interested in comparing these point ...
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0answers
35 views

R circular statistics on a raster time series

I have a raster time-series with values from 1 to 36 representing 10 days (dekads) timesteps and NA values. I need to calculate the average and the standard deviation, taking into account that ...
0
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0answers
34 views

Extraction Burned Area from MCD64A1 for Region

I would like to extract burned area and burn date information from MCD64A1 MODIS Collection 6 global burned area product. The data is in monthly composites with burn dates in julian days. I need it ...
0
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1answer
49 views

What is the meaning of ' QC_val=0x…' in the cleanMODIS of the bfastSpatial package?

I am using the bfastSpatial package in R. One of the parameters that I have to set is the QC_val=0x 'a number'. I do not understand what number I have to insert. I am using MOD11A2 product (MODIS LST ...
0
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1answer
83 views

Multi-Trend in Google Earth Engine?

I've wrote below code for visualize precipitation changes over a year with ui.chart command in two different provinces. var persiann = ee.ImageCollection('NOAA/PERSIANN-CDR') .filterDate('2017-01-01',...
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0answers
39 views

Masking clouds on Landsat8 vs Sentinel2

https://code.earthengine.google.com/dff0d955447b5f0e94998ed2fcd0cf29 Thinking about an adaptation of Landsat time series example to Sentinel 2 instead, I'll say that code has three parts which appear ...
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2answers
68 views

Do I need to do Radiometric Normalization for time series analysis, if I'm using L2_Landsat8_SR data?

I'm doing some forest change detection across several years using L2_Landsat8 Surface Reflectance data. And I am implementing the method available in R (landsat::relnorm) for relative radiometric ...
0
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1answer
148 views

Formatting h-axis of time series chart in Google Earth Engine

I am trying to make a time series NDVI based on mm-yy. Since I get monthly images to a single image (in map_m function), I lose 'system:time_start' from properties. So, I use the loop's time to set a ...
0
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1answer
98 views

Wrong with adding time series in the same chart in Google Earth Engine

Recently I've been trying to print time series for different regions and show them in the same plot. Everything goes fine if I exclude the 4th region into the time series (1-3 time series are fine). ...
0
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2answers
63 views

Relative Radiometric Normalization of multisensor Landsat Level 2 images using R

For my time series analysis, i need to use images of the three Landsat sensors (TM, ETM+ and OLI). I chose the already atmospheric corrected surface reflectance/Level-2 products. Due to the ...
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1answer
153 views

Filter Landsat Images - cloud cover

I'm trying to filter Landsat images based on the percent of cloud cover for my ROI. I have tried to adapt code in link one and link two but cannot get what I want. My ROI has been imported as a ...
1
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1answer
391 views

Create time series for multi-polygon Google Earth Engine

I have a imported a KML as fusion table to GEE. This fusion table is type of FeatureCollection and contains 6 elements. I would like to create a time series of a raster (in this example MODIS LST), ...
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0answers
39 views

Pre-Processing for multi-sensor Time series analyses based on Landsat Level 2 imagery

I downloaded TM, ETM+ and OLI Surface Reflectance Higher-Level Data Products (atmospheric corrected) based on L1TP Landsat images (radiometrically calibrated, orthorectified). I need to include images ...
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0answers
32 views

Error in smoothing NDVI (BISE) using SPIRITS

I want to minimize the spikes caused by cloud cover (smooth) NDVI timeseries data before applying Savitzky–Golay filter in Timesat. My previous post was also related to timeseries (Interpreting NDVI ...
0
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1answer
395 views

Create time series and export it to csv GEE

I'm new to GEE and I'm trying to create time series of MODIS LST for a selected point. I first chose a point on the map and my script is: var POI = geometry; // Get temperature data for 1 year. var ...
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0answers
104 views

Display and aggregate time series based on map selection

My data is geospatial and consists in records of concentrations that are measured every day on fixed locations. I would like to display the time series of these records when I select one point of the ...
1
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1answer
766 views

Export data from time-series image collection to a table in Google Earth Engine

On Google Earth Engine, I'd like to accomplish two tasks: extract data from every pixel, across a time-series, within the given geometry bounds and save it as a table. I need a column which prints ...
3
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1answer
55 views

What's is the difference between slicing and stacking in a time-series analysis?

My adviser told me that there are two categories of time-series in remote sensing: slicing and stacking. What is the difference between time-series stacking and slicing pertaining to landcover ...
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1answer
294 views

Analyze time series NDVI using bfast

I would like to study a trend of NDVI data for a specific time interval using bfast package. For this final aim, I read about the necessity to convert my data frame into a time series object in R. ...