[REF] Update US emission factors (#6241)

Co-authored-by: Mathilde Daugy <[email protected]>
electricitymaps · Dec 13, 2023 · 3a6c0b7 · 3a6c0b7
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diff --git a/config/zones/US-AK.yaml b/config/zones/US-AK.yaml
@@ -6,37 +6,55 @@ bounding_box:
 emissionFactors:
   direct:
     coal:
-      datetime: '2020-01-01'
-      source: eGrid 2020
-      value: 1054.589992
+      - datetime: '2020-01-01'
+        source: eGrid 2020
+        value: 1054.589992
+      - datetime: '2021-01-01'
+        source: eGrid 2021
+        value: 1040.21
     gas:
-      datetime: '2021-01-01'
-      source: eGrid 2020
-      value: 470.7986093
+      - datetime: '2020-01-01'
+        source: eGrid 2020
+        value: 470.7986093
+      - datetime: '2021-01-01'
+        source: eGrid 2021
+        value: 442.92
     oil:
-      datetime: '2021-01-01'
-      source: eGrid 2020
-      value: 713.1828107
+      - datetime: '2020-01-01'
+        source: eGrid 2020
+        value: 713.1828107
+      - datetime: '2021-01-01'
+        source: eGrid 2021
+        value: 663.88
   lifecycle:
     coal:
-      datetime: '2020-01-01'
-      source: >-
-        eGrid 2020; Oberschelp, Christopher, et al. "Global emission hotspots of
-        coal power generation."
-      value: 1061.619377
+      - datetime: '2020-01-01'
+        source: eGrid 2020; Oberschelp, Christopher, et al. "Global emission hotspots
+          of coal power generation."
+        value: 1061.619377
+      - datetime: '2021-01-01'
+        source: eGrid 2021; Oberschelp, Christopher, et al. "Global emission hotspots
+          of coal power generation."
+        value: 1047.239385
     gas:
-      datetime: '2021-01-01'
-      source: eGrid 2020; IPCC 2014
-      value: 590.7986093
+      - datetime: '2020-01-01'
+        source: eGrid 2020; IPCC 2014
+        value: 590.7986093
+      - datetime: '2021-01-01'
+        source: eGrid 2021; IPCC 2014
+        value: 562.9200000000001
     oil:
-      datetime: '2021-01-01'
-      source: eGrid 2020; IPCC 2014
-      value: 957.1828107
+      - datetime: '2020-01-01'
+        source: eGrid 2020; IPCC 2014
+        value: 957.1828107
+      - datetime: '2021-01-01'
+        source: eGrid 2021; IPCC 2014
+        value: 907.88
 sources:
   IPCC 2014:
-    link: >-
-      https://www.ipcc.ch/site/assets/uploads/2018/02/ipcc_wg3_ar5_annex-iii.pdf#page=7
+    link: https://www.ipcc.ch/site/assets/uploads/2018/02/ipcc_wg3_ar5_annex-iii.pdf#page=7
   eGrid 2020:
-    link: >-
-      https://drive.google.com/file/d/1_FAAuTtIdMuORZKsqHnd9vMNHlQgYarh/view?usp=sharing
+    link: https://drive.google.com/file/d/1_FAAuTtIdMuORZKsqHnd9vMNHlQgYarh/view?usp=sharing
+  eGrid 2021:
+    link: ' https://drive.google.com/file/d/1_FAAuTtIdMuORZKsqHnd9vMNHlQgYarh/view?usp=sharing'
 timezone: America/Anchorage
diff --git a/config/zones/US-CAL-BANC.yaml b/config/zones/US-CAL-BANC.yaml
@@ -52,9 +52,12 @@ emissionFactors:
         source: Electricity Maps, 2021 average
         value: 205.95163168285458
     gas:
-      datetime: '2021-01-01'
-      source: eGrid 2020
-      value: 389.6341439
+      - datetime: '2020-01-01'
+        source: eGrid 2020
+        value: 389.6341439
+      - datetime: '2021-01-01'
+        source: eGrid 2021
+        value: 397.38
     hydro discharge:
       - datetime: '2015-01-01'
         source: Electricity Maps, 2015 average
@@ -105,9 +108,12 @@ emissionFactors:
       source: IPCC 2014
       value: 820.0
     gas:
-      datetime: '2021-01-01'
-      source: eGrid 2020; IPCC 2014
-      value: 509.6341439
+      - datetime: '2020-01-01'
+        source: eGrid 2020; IPCC 2014
+        value: 509.6341439
+      - datetime: '2021-01-01'
+        source: eGrid 2021; IPCC 2014
+        value: 517.38
     hydro discharge:
       - datetime: '2015-01-01'
         source: Electricity Maps, 2015 average
@@ -227,4 +233,6 @@ sources:
     link: https://www.ipcc.ch/site/assets/uploads/2018/02/ipcc_wg3_ar5_annex-iii.pdf#page=7
   eGrid 2020:
     link: https://drive.google.com/file/d/1_FAAuTtIdMuORZKsqHnd9vMNHlQgYarh/view?usp=sharing
+  eGrid 2021:
+    link: ' https://drive.google.com/file/d/1_FAAuTtIdMuORZKsqHnd9vMNHlQgYarh/view?usp=sharing'
 timezone: US/Pacific
diff --git a/config/zones/US-CAL-CISO.yaml b/config/zones/US-CAL-CISO.yaml
@@ -46,21 +46,33 @@ emissionFactors:
         source: Electricity Maps, 2021 average
         value: 251.31712032739068
     biomass:
-      datetime: '2020-01-01'
-      source: eGrid 2020
-      value: 0.0
+      - datetime: '2020-01-01'
+        source: eGrid 2020
+        value: 0.0
+      - datetime: '2021-01-01'
+        source: eGrid 2021
+        value: 0.0
     coal:
-      datetime: '2020-01-01'
-      source: eGrid 2020
-      value: 514.4743088
+      - datetime: '2020-01-01'
+        source: eGrid 2020
+        value: 514.4743088
+      - datetime: '2021-01-01'
+        source: eGrid 2021
+        value: 525.49
     gas:
-      datetime: '2021-01-01'
-      source: eGrid 2020
-      value: 403.8432591
+      - datetime: '2020-01-01'
+        source: eGrid 2020
+        value: 403.8432591
+      - datetime: '2021-01-01'
+        source: eGrid 2021
+        value: 388.81
     geothermal:
-      datetime: '2021-01-01'
-      source: eGrid 2020
-      value: 95.82104392
+      - datetime: '2020-01-01'
+        source: eGrid 2020
+        value: 95.82104392
+      - datetime: '2021-01-01'
+        source: eGrid 2021
+        value: 104.44
     hydro discharge:
       - datetime: '2015-01-01'
         source: Electricity Maps, 2015 average
@@ -84,9 +96,12 @@ emissionFactors:
         source: Electricity Maps, 2021 average
         value: 251.31712032739068
     oil:
-      datetime: '2021-01-01'
-      source: eGrid 2020
-      value: 910.2232446
+      - datetime: '2020-01-01'
+        source: eGrid 2020
+        value: 910.2232446
+      - datetime: '2021-01-01'
+        source: eGrid 2021
+        value: 1120.25
   lifecycle:
     battery discharge:
       - datetime: '2015-01-01'
@@ -111,22 +126,35 @@ emissionFactors:
         source: Electricity Maps, 2021 average
         value: 251.31712032739068
     biomass:
-      datetime: '2020-01-01'
-      source: eGrid 2020
-      value: 101.6370901
+      - datetime: '2020-01-01'
+        source: eGrid 2020
+        value: 101.6370901
+      - datetime: '2021-01-01'
+        source: eGrid 2021; eGrid 2021
+        value: 277.252
     coal:
-      datetime: '2020-01-01'
-      source: eGrid 2020; Oberschelp, Christopher, et al. "Global emission hotspots
-        of coal power generation."
-      value: 587.8020898
+      - datetime: '2020-01-01'
+        source: eGrid 2020; Oberschelp, Christopher, et al. "Global emission hotspots
+          of coal power generation."
+        value: 587.8020898
+      - datetime: '2021-01-01'
+        source: eGrid 2021; Oberschelp, Christopher, et al. "Global emission hotspots
+          of coal power generation."
+        value: 598.817781
     gas:
-      datetime: '2021-01-01'
-      source: eGrid 2020; IPCC 2014
-      value: 523.8432591000001
+      - datetime: '2020-01-01'
+        source: eGrid 2020; IPCC 2014
+        value: 523.8432591000001
+      - datetime: '2021-01-01'
+        source: eGrid 2021; IPCC 2014
+        value: 508.81
     geothermal:
-      datetime: '2021-01-01'
-      source: eGrid 2020; IPCC 2014
-      value: 133.82104392
+      - datetime: '2020-01-01'
+        source: eGrid 2020; IPCC 2014
+        value: 133.82104392
+      - datetime: '2021-01-01'
+        source: eGrid 2021; IPCC 2014
+        value: 142.44
     hydro discharge:
       - datetime: '2015-01-01'
         source: Electricity Maps, 2015 average
@@ -150,9 +178,12 @@ emissionFactors:
         source: Electricity Maps, 2021 average
         value: 251.31712032739068
     oil:
-      datetime: '2021-01-01'
-      source: eGrid 2020; IPCC 2014
-      value: 1154.2232446
+      - datetime: '2020-01-01'
+        source: eGrid 2020; IPCC 2014
+        value: 1154.2232446
+      - datetime: '2021-01-01'
+        source: eGrid 2021; IPCC 2014
+        value: 1364.25
     solar:
       datetime: '2021-01-01'
       source: INCER ACV
@@ -276,4 +307,6 @@ sources:
     link: https://www.ipcc.ch/site/assets/uploads/2018/02/ipcc_wg3_ar5_annex-iii.pdf#page=7
   eGrid 2020:
     link: https://drive.google.com/file/d/1_FAAuTtIdMuORZKsqHnd9vMNHlQgYarh/view?usp=sharing
+  eGrid 2021:
+    link: ' https://drive.google.com/file/d/1_FAAuTtIdMuORZKsqHnd9vMNHlQgYarh/view?usp=sharing'
 timezone: US/Pacific
diff --git a/config/zones/US-CAL-IID.yaml b/config/zones/US-CAL-IID.yaml
@@ -52,17 +52,26 @@ emissionFactors:
         source: Electricity Maps, 2021 average
         value: 493.0079136484788
     biomass:
-      datetime: '2020-01-01'
-      source: eGrid 2020
-      value: 0.0
+      - datetime: '2020-01-01'
+        source: eGrid 2020
+        value: 0.0
+      - datetime: '2021-01-01'
+        source: eGrid 2021
+        value: 0.0
     gas:
-      datetime: '2021-01-01'
-      source: eGrid 2020
-      value: 471.3724863
+      - datetime: '2020-01-01'
+        source: eGrid 2020
+        value: 471.3724863
+      - datetime: '2021-01-01'
+        source: eGrid 2021
+        value: 484.42
     geothermal:
-      datetime: '2021-01-01'
-      source: eGrid 2020
-      value: 56.8894463
+      - datetime: '2020-01-01'
+        source: eGrid 2020
+        value: 56.8894463
+      - datetime: '2021-01-01'
+        source: eGrid 2021
+        value: 88.15
     hydro discharge:
       - datetime: '2015-01-01'
         source: Electricity Maps, 2015 average
@@ -109,21 +118,30 @@ emissionFactors:
         source: Electricity Maps, 2021 average
         value: 605.7101776743226
     biomass:
-      datetime: '2020-01-01'
-      source: eGrid 2020
-      value: 39.38869109
+      - datetime: '2020-01-01'
+        source: eGrid 2020
+        value: 39.38869109
+      - datetime: '2021-01-01'
+        source: eGrid 2021; eGrid 2021
+        value: 277.252
     coal:
       datetime: '2014-01-01'
       source: IPCC 2014
       value: 820.0
     gas:
-      datetime: '2021-01-01'
-      source: eGrid 2020; IPCC 2014
-      value: 591.3724863
+      - datetime: '2020-01-01'
+        source: eGrid 2020; IPCC 2014
+        value: 591.3724863
+      - datetime: '2021-01-01'
+        source: eGrid 2021; IPCC 2014
+        value: 604.4200000000001
     geothermal:
-      datetime: '2021-01-01'
-      source: eGrid 2020; IPCC 2014
-      value: 94.8894463
+      - datetime: '2020-01-01'
+        source: eGrid 2020; IPCC 2014
+        value: 94.8894463
+      - datetime: '2021-01-01'
+        source: eGrid 2021; IPCC 2014
+        value: 126.15
     hydro discharge:
       - datetime: '2015-01-01'
         source: Electricity Maps, 2015 average
@@ -273,4 +291,6 @@ sources:
     link: https://www.ipcc.ch/site/assets/uploads/2018/02/ipcc_wg3_ar5_annex-iii.pdf#page=7
   eGrid 2020:
     link: https://drive.google.com/file/d/1_FAAuTtIdMuORZKsqHnd9vMNHlQgYarh/view?usp=sharing
+  eGrid 2021:
+    link: ' https://drive.google.com/file/d/1_FAAuTtIdMuORZKsqHnd9vMNHlQgYarh/view?usp=sharing'
 timezone: US/Pacific