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Notebook with Use Case 2 for Land Cover Dataset #111

Closed inesgirao closed 10 months ago

inesgirao commented 11 months ago

Notebook description

Trends and Variability: urbanization trends

Use Case: Assessment of urbanization trends.

User Question: Can we measure urbanization trends in the Iberian Peninsula? Are we able to disclose significant regional contrasts?

Method: Time series plots of urban area trends, based on pixel-wise Mann-Kendall and Theil-Sen estimations, shall be produced for specific AoI. Maps of Total Urban Area per year, Urban Area change per year, Total Variation in Urban Area between 1992 and 2020, and the Percentage difference of Urban Area between 1992 and 2020 were also performed.

Notebook link or upload

C3S2_D520.5.3.14b_Quality_Assessment_User_Questions_LULC_UQ2_v1.3.zip

Anything else we need to know?

  1. please note that this new jupyter notebook for Use case 2 version uses the NUTs2021 (20m resolution) shapefile to aggregate statistics - we re-use B-OPEN function to do that step.

  2. Regarding the Land Cover dataset download, we also used the same done by B-OPEN.

  3. In this notebook, we show the temporal trends for all regions and then we give a zoom-in for the hotspot regions, i.e., which presents the higher trends.

  4. We have in common with Fire the same approach regarding the calculation of the trend - we use the methodology of Mann-Kendall Test and Theil-Sen Estimation.

Environment

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malmans2 commented 11 months ago

is this for WP5, correct?

inesgirao commented 11 months ago

Yes, in Satellite data - ECV Land_Biosphere

malmans2 commented 11 months ago

Hi @inesgirao,

You template is ready. I didn't tune much the plots, but you should be able to easily customize it (e.g., change colors, ...).

Let me know if it works OK.

inesgirao commented 11 months ago

Hi @malmans2

Thank you. I will run it and let you know if it works ok.

malmans2 commented 10 months ago

Hi @inesgirao,

Could you please let me know whether this notebooks works OK? Can we close this issue?

inesgirao commented 10 months ago

Hey @malmans2,

Yes, everything is working properly.

Thank you