The interactive map below displays a subset of the global aggregated data delivered daily to the World Bank via FTP server. Depending on the file used or the variables chosen by the analyst, the data may be for the past 30 days, the past 7 days, or the next 7 days, and the attributes may be precipitation, temperature, or other major weather attributes like precipitation/PET.
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The following table displays basic statistics on the seasonal variation in soil moisture across regions of the target country. The variable of analysis is accumulated Evapotranspiration Deficit (ETD), meaning the accumulated amount of rainfall deficit each location experienced for a theoretical cropping season beginning on January 15, 2018.
## admin1_name avg_accumulatedETD min_accumulatedETD max_accumulatedETD
## 1 Balaka 7.477842e+01 45.884667 95.5016733
## 2 Blantyre 1.199211e+02 84.569356 147.1547313
## 3 Chikwawa 9.974231e+01 69.335489 125.9087018
## 4 Chiradzulu 8.543742e+01 70.769509 109.1995384
## 5 Chitipa 0.000000e+00 0.000000 0.0000000
## 6 Dedza 5.453291e+01 13.957807 102.4770746
## 7 Dowa 5.024817e+01 14.323475 118.3294055
## 8 Karonga 0.000000e+00 0.000000 0.0000000
## 9 Kasungu 1.295737e+01 0.000000 46.7386590
## 10 Lilongwe 6.038887e+01 20.126452 157.6629890
## 11 Machinga 5.183458e+01 24.069356 78.9168425
## 12 Mangochi 3.085280e+01 2.346992 88.0948287
## 13 Mchinji 2.847790e+01 16.086537 44.6854800
## 14 Mulanje 5.892817e+01 12.651484 91.8379861
## 15 Mwanza 8.819269e+01 66.679395 121.2533347
## 16 Mzimba 1.963934e-01 0.000000 8.1545830
## 17 Nkhata Bay 4.664873e-03 0.000000 0.3517087
## 18 Nkhotakota 6.485380e-01 0.000000 12.4295840
## 19 Nsanje 6.922135e+01 44.412090 87.7749893
## 20 Ntcheu 7.280166e+01 24.097497 88.3074190
## 21 Ntchisi 8.928543e+00 0.000000 32.1153757
## 22 Phalombe 6.228763e+01 23.204678 90.3740468
## 23 Rumphi 5.296851e-03 0.000000 0.2439195
## 24 Salima 3.030404e+01 10.992108 59.6404112
## 25 Thyolo 6.784554e+01 53.316546 91.8170024
## 26 Zomba 6.094761e+01 29.260863 92.7309986
## stdDev_accumulatedETD n_obs
## 1 13.49337396 27
## 2 17.73850418 24
## 3 12.99943387 62
## 4 11.11015045 12
## 5 0.00000000 50
## 6 20.88619612 60
## 7 22.62994475 36
## 8 0.00000000 105
## 9 11.28896560 94
## 10 27.21763419 72
## 11 12.44616754 46
## 12 16.71679062 109
## 13 7.27864407 38
## 14 23.45253854 22
## 15 15.46587441 25
## 16 0.89079512 125
## 17 0.03378836 135
## 18 1.78247987 94
## 19 11.95714210 23
## 20 11.90411127 40
## 21 7.97183162 21
## 22 15.25664453 19
## 23 0.03220088 78
## 24 12.48741368 39
## 25 9.19956268 21
## 26 20.31969144 38
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