NAM_2018_PHL_v01_EN_M_v01_A_OCS DDI_NAM_2018_PHL_v01_EN_M_v01_A_OCS_FAO Office of the Chief Statistician Nesstar Publisher NAM_2018_PHL_v01_EN_M_v01_A_OCS_v01 Post Harvest Losses - Pilot Survey 2018 PHL 2018 NAM_2018_PHL_v01_EN_M_v01_A_OCS Global Strategy for improving Agricultural and Rural Statistics Namibia Statistics Agency Ministry of Agriculture, Water and Forestry Agro-Marketing and Trade Agency Global Strategy for improving Agricultural and Rural Statistics African Development Bank Nesstar Publisher Aliou Mballo Agricultural Survey [ag/oth] National Statistical Agency (NSA) of Namibia received technical assistance from the Global Strategy for improving Agricultural and Rural Statistics (GSARS) to measure post harvest losses for 2 crops: Maize and Millet. This is a pilot survey conducted in 2018. Namibia Regional Coverage Households Agricultural households in the Kavango West region. Sample survey data [ssd] Computer Assisted Personal Interview [capi] The weight was calculated based on the sampling design; with the application of a 2 stage sampling weight calculation. All direct identifiers have been removed from the dataset. Furthermore, age data for household member were recoded into 10 year age bands, and individuals aged 70 or more were top-coded. Marital status was recoded into 3 categories, and local suppression was applied to age and marital status resulting in 6 and 7 percent of suppressed records respectively. Finally, due to the analytical importance of only maize and millet, the other crops were quite rare, and recoded into one group, "other crops". The users shall not take any action with the purpose of identifying any individual entity (i.e. person, household, enterprise, etc.) in the micro dataset(s). If such a disclosure is made inadvertently, no use will be made of the information, and it will be reported immediately to FAO. GSARS, NSA. Post Harvest Losses - Pilot Survey 2018, Namibia, 2018. Dataset downloaded from https://microdata.fao.org. The user of the data acknowledges that the original collector of the data, the authorized distributor of the data, and the relevant funding agency bear no responsibility for use of the data or for interpretations or inferences based upon such uses Section_B_ANON.NSDstat 2202 16 Nesstar 200801 Section_C_ANON.NSDstat 674 26 Nesstar 200801 Section_CDEG_ANON.NSDstat 724 116 Nesstar 200801 Sections_A&F_ANON.NSDstat 350 22 Nesstar 200801 Region 2202 0 1 Kavango West 2202 Constituency 2202 0 1 Kapako 468 2 Mankumpi 160 3 Mpungu 345 4 Muses 384 5 Ncamagoro 173 6 Ncuncuni 203 7 Nkurenkuru 243 8 Tondoro 226 PSU 2202 0 1 28 10.703 6.992 Segment letter 2201 0 1 A 1043 2 B 1085 3 F 53 4 G 20 Dwelling Unit Number 2202 0 1 209 27.769 23.241 Household Number 2202 0 1 8 1.201 0.686 1 1934 2 183 3 42 4 19 5 5 6 17 8 2 Person Line Number 2202 0 1 99 6.999 13.99 B04 Sex 2154 48 1 2 1 Female 1142 2 Male 1012 Sysmiss 48 B03 Relationship 2154 48 1 12 1 Head of household 291 2 Spouse/ Partner 167 3 Daughter/ Son 850 4 Daughter/ Son In-Law 37 5 Grandchild 570 6 Parent 15 7 Parent-In-Law 5 8 Sister/ Brother 57 9 Sister/ Brother In-Law 34 10 Other relative 105 11 Domestic worker 7 12 Other non-relative 16 Sysmiss 48 2000 202 1 (0,10] 723 2 (10,20] 531 3 (20,30] 293 4 (30,40] 168 5 (40,50] 107 6 (50,60] 69 7 (60,70] 74 8 (70,100] 35 Sysmiss 202 Marital status 1476 726 1 Never Married 909 2 Married/In Union 458 3 No longer married/in union 109 Sysmiss 726 B7 Read and Write (Y/ N) 1768 434 1 2 1 Yes 1423 2 No 345 Sysmiss 434 B8 Attend School 1768 434 1 9 1 Never attended 219 2 Attending Pre-Primary 83 3 Attending adult education programme 13 4 Attending school 781 5 Left school 663 9 Don't know 9 Sysmiss 434 B9 Highest Grade Completed (Major) 1768 434 1 8 1 Primary School 955 2 Secondary school 493 3 Technical/Vocational education 7 4 Tertiary education 29 5 Informal education 20 6 No Education 227 7 Other (Specify) 26 8 Don't know 11 Sysmiss 434 Adjusted Weight 2202 0 7.624 110.325 46.475 23.986 ID 2202 0 5111A191 4 5111A241 7 5111A321 10 5111A382 7 5111A91 4 5111B251 8 5111B391 3 5111B441 6 5111B62 4 5111B98 2 5114A113 4 5114A172 4 5114A21 2 5114A251 6 5114A314 10 5114A411 5 5114A86 7 5114B141 18 5114B211 13 5114B291 8 5114B351 5 5114B51 8 5118A121 4 5118A201 4 5118A21 2 5118A71 6 5118B101 4 5118B151 6 5118B21 3 5118B311 2 5124A161 3 5124A281 5 5124A31 6 5124A351 7 5124A491 5 5124A552 7 5124A611 7 5124A91 4 5124B101 3 5124B201 3 5124B311 4 5124B471 4 5128A121 6 5128A151 8 5128A201 4 5128A221 5 5128A251 6 5128A291 7 5128A321 3 5128A41 6 5128A61 4 5128B101 8 5128B141 8 5128B51 9 514A141 4 514A271 9 514A401 4 514A41 7 514A511 12 514B131 3 514B231 10 514B32 5 514B331 9 514B421 8 514B521 6 514B601 8 518A181 6 518A342 3 518A501 5 518A61 5 518A641 6 518A851 7 518B191 3 518B21 14 518B411 4 518B601 6 518B791 10 518B991 6 524A191 8 524A21 4 524A472 5 524A601 9 524A676 10 524A771 3 524B152 3 524B322 7 524B461 7 524B601 13 524B63 8 528A151 11 528A191 11 528A271 4 528A302 9 528A31 7 528A91 3 528B101 6 528B171 5 528B221 6 528B291 10 528B31 6 528B342 5 5312A141 4 5312A191 5 5312A261 7 5312A321 5 5312A41 4 5312B11 8 5312B151 4 5312B251 5 5312B311 6 5312B371 2 5312B471 6 5312B61 1 5316A151 5 5316A21 8 5316A231 10 5316A301 3 5316A381 12 5316A81 7 5316B101 7 5316B11 13 5316B181 9 5316B261 6 5316B342 9 5316B421 5 5323A141 10 5323A21 4 5323A221 4 5323A312 6 5323A411 6 5323A451 6 5323A473 3 5323A521 8 5323A572 7 5323A651 3 5323A712 3 532A121 4 532A181 7 532A221 7 532A291 6 532A41 6 532B11 13 532B131 8 532B171 5 532B212 8 532B261 16 532B321 10 538A301 4 538A362 7 538A421 8 538A463 2 538B114 3 538B161 6 538B241 3 538B301 5 538B71 6 5410A141 7 5410A221 10 5410A41 7 5410B171 11 5410B21 14 5410B241 9 5410B321 7 5410B381 6 5410B471 11 5410B622 7 5410B691 4 5410B91 6 5414A1011 7 5414A11 8 5414A1191 8 5414A191 3 5414A371 6 5414A532 8 5414A691 7 5414A891 7 5414B161 7 5414B21 5 5414B411 13 5419A121 7 5419A31 7 5419A71 8 5419B111 6 5419B151 9 5419B251 9 5419B291 12 5419B331 7 5419B371 7 5419B71 4 542A111 10 542A301 14 542A501 4 542A741 7 542A911 5 542B1071 18 542B121 8 542B251 6 542B421 11 542B601 7 542B732 7 542B891 10 546A201 5 546B281 7 546B331 7 546B71 4 554A103 7 554A11 6 554A241 4 554A422 9 554A502 11 554A601 3 554B11 3 554B161 8 554B341 22 554B462 5 554B551 5 554B661 17 558A191 11 558A271 3 558A323 8 558A381 6 558A402 7 558A71 12 558B201 7 558B281 4 558B401 3 558B511 2 558B561 5 558B71 5 5613A142 2 5613A181 4 5613A21 2 5613A251 4 5613A81 8 5613B121 6 5613B181 8 5613B221 6 5613B271 5 5613B282 4 5613B31 3 5613B81 2 565A171 3 565A231 10 565A293 5 565A391 2 565A71 7 565B131 1 565B235 5 565B281 3 565B351 3 565B391 4 565B41 5 565B474 6 569A161 12 569A21 7 569A222 5 569A271 7 569A341 9 569A91 2 569B141 9 569B261 9 569B321 7 569B381 11 569B431 9 569B71 8 5710A101 11 5710A151 4 5710A183 5 5710A271 15 5710A341 15 5710A51 8 5710A81 4 5710B151 10 5710B321 7 5714A121 4 5714A1501 3 5714A2091 3 5714A211 3 5714A291 2 5714A31 9 5714A561 4 5714B251 4 5714B31 3 5714B311 1 5714B411 6 5714B91 3 571A11 17 571A131 14 571A191 10 571A271 8 571A331 10 571A81 16 571B151 7 571B211 3 571B241 8 571B301 6 571B31 13 571B81 7 5814A181 4 5814A21 1 5814A281 4 5814A351 4 5814A392 3 5814A81 6 5814B101 6 5814B171 8 5814B241 5 5814B301 8 5814B351 8 5814B41 4 5818A141 4 5818A211 4 5818A251 7 5818A321 6 5818A401 3 5818B132 10 5818B191 7 5818B21 2 5818B251 6 5818B82 6 5825B11 2 5825B121 5 5825B131 5 5825B141 6 5825B21 10 5825B71 6 5825B81 3 589F141 5 589F221 5 589F301 2 589F371 5 589F461 3 589F51 12 589F551 8 589F621 6 589F701 7 589G11 7 589G111 5 589G201 8 Region 674 0 1 Kavango West 674 Constituency 674 0 1 Kapako 131 2 Mankumpi 29 3 Mpungu 115 4 Muses 111 5 Ncamagoro 56 6 Ncuncuni 96 7 Nkurenkuru 47 8 Tondoro 89 PSU 674 0 1 28 11.378 6.708 Segment letter 674 0 1 A 325 2 B 323 3 F 17 4 G 9 Dwelling Unit Number 674 0 1 209 26.441 21.78 Household Number 674 0 1 8 1.242 0.774 1 576 2 68 3 15 4 6 5 4 6 2 8 3 C01 Parcel N 674 0 1 4 1.022 0.184 1 662 2 10 3 1 4 1 C02 Field N 674 0 1 3 1.027 0.17 1 657 2 16 3 1 C03 Plot N 674 0 1 3 1.022 0.167 1 661 2 11 3 2 C04 Plaw plot 674 0 1 2 1 Yes 653 2 No 21 C05 Weed plot 674 0 1 2 1 Yes 661 2 No 13 Crop 674 0 1 Mahangu/Millet 355 2 Maize 190 3 Other 129 C07 Seeds used 673 1 1 4 1 Local seeds 544 2 Improved/ Hybrid seeds 99 3 Mixed seeds 24 4 Other 6 Sysmiss 1 C08 Seeds obtained 673 1 1 6 1 Own stock 370 2 Purchase without subsidies 143 3 Purchase with subsidies 85 4 Donations 52 5 None 6 6 Other 17 Sysmiss 1 C09 Seeds used during current season (in KG) 670 4 0 250 12.65 17.788 C10 Seeds used for replanting (in KG) 670 4 0 30 2.115 3.827 C11 Area planted for crop (in ha) 669 5 0 17 1.971 1.911 C12 Main type of fertilizer used 670 4 1 3 1 Organic 40 2 Inorganic (mineral) 9 3 None 621 Sysmiss 4 C13 How most fertilizer obtained 54 620 1 6 1 Own stock 41 2 Purchase without subsidies 0 3 Purchase with subsidies 10 4 Donations 1 5 None 1 6 Other 1 Sysmiss 620 C14 Fertilizer used durinng current season (in KG) 49 625 5 1000 384.143 339.002 C15 Main type of pesticide used 670 4 2 5 1 Herbicides 0 2 Insecticides 1 3 Fungicides 0 4 Other 0 5 None 669 Sysmiss 4 C16 How most pesticide obtained 2 672 2 5 1 Own stock 0 2 Purchase without subsidies 1 3 Purchase with subsidies 0 4 Donations 0 5 None 1 6 Other 0 Sysmiss 672 C17 Pesticide used durinng current season 1 673 50 50 50 50 1 Sysmiss 673 C18 Unit of pesticide 1 673 2 2 1 Kilograms (Kg) 0 2 Liters (L) 1 Sysmiss 673 Adjusted Weight 674 0 7.624 110.325 45.86 23.625 ID 674 0 5111A191 1 5111A241 2 5111A321 3 5111A382 3 5111A91 2 5111B151 1 5111B251 2 5111B351 1 5111B391 2 5111B441 2 5111B62 1 5111B98 3 5114A113 1 5114A172 1 5114A21 1 5114A251 2 5114A314 1 5114A411 1 5114A86 1 5114B141 1 5114B211 2 5114B291 1 5114B351 1 5114B51 1 5118A121 2 5118A151 1 5118A201 2 5118A21 3 5118A71 3 5118B101 2 5118B151 2 5118B201 1 5118B21 2 5118B311 2 5118B371 1 5124A161 4 5124A281 2 5124A31 1 5124A351 2 5124A491 2 5124A552 3 5124A611 1 5124A91 2 5124B101 1 5124B201 1 5124B311 2 5124B471 1 5128A121 1 5128A151 1 5128A201 1 5128A221 1 5128A251 1 5128A291 1 5128A41 1 5128A61 1 5128B101 1 5128B141 2 5128B51 1 514A141 1 514A271 2 514A401 1 514A41 2 514A511 3 514B131 1 514B231 2 514B32 2 514B331 2 514B421 1 514B521 1 514B601 1 518A181 1 518A342 1 518A501 3 518A61 3 518A641 2 518A851 2 518B191 1 518B21 1 518B411 1 518B601 3 518B791 1 518B991 1 524A191 1 524A21 1 524A472 1 524A601 1 524A676 1 524A771 1 524B152 2 524B322 1 524B461 1 524B601 1 524B63 1 528A151 1 528A191 2 528A271 1 528A302 1 528A31 1 528A91 2 528B101 2 528B171 1 528B221 2 528B291 1 528B31 2 528B342 1 5312A141 3 5312A191 3 5312A261 1 5312A321 3 5312A41 3 5312B11 2 5312B151 3 5312B251 2 5312B311 1 5312B371 1 5312B471 2 5312B61 2 5316A151 3 5316A21 3 5316A231 3 5316A301 2 5316A381 3 5316A81 2 5316B101 2 5316B11 3 5316B181 2 5316B261 3 5316B342 2 5316B421 2 5323A141 1 5323A21 1 5323A221 4 5323A312 2 5323A411 3 5323A451 2 5323A473 2 5323A521 3 5323A572 2 5323A651 1 5323A712 2 532A121 1 532A181 1 532A221 1 532A291 3 532A41 1 532B11 2 532B131 2 532B171 2 532B212 2 532B261 5 532B321 1 538A301 1 538A362 2 538A421 1 538A463 1 538B114 1 538B161 4 538B241 2 538B301 1 538B71 2 5410A141 3 5410A221 4 5410A41 2 5410B171 2 5410B21 2 5410B241 2 5410B321 2 5410B381 2 5410B471 3 5410B622 2 5410B691 2 5410B91 2 5414A1011 1 5414A11 2 5414A1191 2 5414A191 2 5414A371 1 5414A532 2 5414A691 3 5414A891 1 5414B161 1 5414B21 2 5414B411 2 5419A121 3 5419A31 2 5419A71 2 5419B111 2 5419B151 2 5419B251 3 5419B291 1 5419B331 3 5419B371 1 5419B71 3 542A111 2 542A301 3 542A501 2 542A741 1 542A911 2 542B1071 3 542B121 1 542B251 1 542B421 1 542B601 3 542B732 3 542B891 1 546A112 2 546A151 2 546A201 2 546A261 1 546A41 2 546B21 2 546B221 2 546B281 3 546B331 2 546B71 1 554A103 2 554A11 1 554A241 2 554A422 3 554A502 4 554A601 2 554B11 4 554B161 2 554B341 2 554B462 3 554B551 2 554B661 4 558A191 2 558A271 2 558A323 3 558A381 2 558A402 3 558A71 2 558B201 1 558B281 1 558B401 2 558B511 2 558B561 2 558B71 3 5613A142 2 5613A181 1 5613A21 1 5613A251 2 5613A81 2 5613B121 2 5613B181 3 5613B221 3 5613B271 2 5613B282 3 5613B31 2 5613B81 2 565A171 3 565A231 4 565A293 4 565A391 3 565A71 4 565B131 8 565B235 4 565B281 3 565B351 3 565B391 3 565B41 2 565B474 4 569A161 2 569A21 2 569A222 3 569A271 2 569A341 1 569A91 3 569B141 1 569B261 3 569B321 3 569B381 3 569B431 2 569B71 1 5710A101 2 5710A151 1 5710A183 1 5710A271 1 5710A341 4 5710A51 1 5710A81 1 5710B151 1 5710B321 1 5714A121 3 5714A1501 1 5714A2091 1 5714A211 2 5714A291 3 5714A31 2 5714A561 1 5714B251 1 5714B31 2 5714B311 1 5714B411 1 5714B91 1 571A11 1 571A131 1 571A191 1 571A271 1 571A331 1 571A81 1 571B151 1 571B211 1 571B241 4 571B301 1 571B31 1 571B81 1 5814A181 1 5814A21 1 5814A281 1 5814A351 1 5814A392 1 5814A81 1 5814B101 1 5814B171 1 5814B241 1 5814B301 1 5814B351 1 5814B41 1 5818A141 4 5818A211 6 5818A251 4 5818A321 2 5818A401 3 5818B132 3 5818B191 2 5818B21 3 5818B251 3 5818B82 5 5825B11 2 5825B121 1 5825B131 2 5825B141 2 5825B21 4 5825B71 3 5825B81 2 589F141 2 589F221 2 589F301 2 589F371 2 589F461 2 589F51 2 589F551 1 589F621 3 589F701 1 589G11 3 589G111 3 589G201 3 Region 724 0 5 5 1 !Karas 0 2 Erongo 0 3 Hardap 0 4 Kavango East 0 5 Kavango West 724 6 Khomas 0 7 Kunene 0 8 Ohangwena 0 9 Omaheke 0 10 Omusati 0 11 Oshana 0 12 Oshikoto 0 13 Otjozondjupa 0 14 Zambezi 0 Constituency 724 0 1 8 1 Kapako 146 2 Mankumpi 34 3 Mpungu 121 4 Musese 117 5 Ncamagoro 59 6 Ncuncuni 97 7 Nkurenkuru 60 8 Tondoro 90 PSU 724 0 1 28 11.485 6.854 Segment Letter 724 0 1 A 353 2 B 346 3 F 17 4 G 8 Dwelling Unit Number 724 0 1 209 26.229 21.729 Household Number 724 0 1 8 1.228 0.752 1 625 2 68 3 16 4 6 5 4 6 2 8 3 Crop 724 0 1 Mahangu/Millet 344 2 Maize 240 3 Other 140 C07 Seeds used 649 75 1 4 1 Local seeds 525 2 Improved/ Hybrid seeds 96 3 Mixed seeds 22 4 Other 6 Sysmiss 75 C12 Main type of fertilizer used 648 76 1 3 1 Organic 36 2 Inorganic (mineral) 8 3 None 604 Sysmiss 76 C15 Main type of pesticide used 648 76 2 5 1 Herbicides 0 2 Insecticides 1 3 Fungicides 0 4 Other 0 5 None 647 Sysmiss 76 648 76 0 250 14.147 19.95 648 76 0 40 2.333 4.293 647 77 0 19.4 2.159 2.188 D2-1 Start harvesting 587 137 1 5 1 March 11 2 April 136 3 May 335 4 June 104 5 July 1 6 August 0 Sysmiss 137 D2-2 Finish harvesting 587 137 1 5 1 March 6 2 April 73 3 May 255 4 June 235 5 July 18 6 August 0 Sysmiss 137 D2-3 Harvesting method 587 137 1 2 1 Manual 584 2 Mechanical 3 Sysmiss 137 Total Harvest Unit 587 137 0 10000 1141.899 2030.691 D2-6 Quantities lost during harvest (Kg) 587 137 0 250 13.082 31.598 D2-7 Main causes of losses during harvest 1 587 0 1 Spillage 344 2 Moulds 11 3 Rotting 7 4 Pilferage 2 5 Rodents 7 6 LGB 3 7 Other pest infestation 17 8 No losses 196 D2-7 Main causes of losses during harvest 2 297 0 1 Spillage 0 2 Moulds 102 3 Rotting 41 4 Pilferage 12 5 Rodents 124 6 LGB 3 7 Other pest infestation 15 8 No losses 0 D2-7 Main causes of losses during harvest 3 256 0 1 Spillage 0 2 Moulds 0 3 Rotting 7 4 Pilferage 1 5 Rodents 83 6 LGB 7 7 Other pest infestation 158 8 No losses 0 D3-1 Dry harvest 587 137 1 2 1 Yes 528 2 No 59 Sysmiss 137 D3-2 Drying method used 528 196 1 4 1 Drying crib 266 2 On the ground 114 3 On the roof 140 4 Other 8 Sysmiss 196 Total Drying Unit 528 196 0 3572100 49571.419 234825.281 D3-5 Grains lost during drying (in Kg) 528 196 0 500 10.08 36.035 D3-6 Causes of losses during drying 1 528 0 1 Spillage 273 2 Moulds 28 3 Rotting 16 4 Pilferage 4 5 Rodents 23 6 LGB 1 7 Other pest infestation 15 8 No losses 168 D3-6 Causes of losses during drying 2 294 0 1 Spillage 0 2 Moulds 70 3 Rotting 62 4 Pilferage 4 5 Rodents 137 6 LGB 1 7 Other pest infestation 20 8 No losses 0 D3-6 Causes of losses during drying 3 214 0 1 Spillage 0 2 Moulds 0 3 Rotting 3 4 Pilferage 1 5 Rodents 78 6 LGB 2 7 Other pest infestation 130 8 No losses 0 D4-1 Threshing/ Shelling harvest 578 146 1 2 1 Yes 285 2 No 293 Sysmiss 146 D4-1-b Threshing/ Shelling and cleaning/ Winnowing done 290 434 1 2 1 Yes 219 2 No 71 Sysmiss 434 D4-2 Threshing/ Shelling method used 288 436 1 2 1 Manual 193 2 Mechanical 95 Sysmiss 436 Total Threshing Unit 287 437 0 3176000 61584.481 271122.039 D4-5 Grains lost during threshing/ shelling (in Kg) 287 437 0 600 12.066 48.62 D4-6 Main causes of losses threshing/ shelling 1 287 0 1 Spillage 211 2 Moulds 1 3 Rotting 0 4 Pilferage 9 5 Rodents 1 6 LGB 0 7 Other pest infestation 1 8 No losses 64 D4-6 Main causes of losses threshing/ shelling 2 148 0 1 Spillage 0 2 Moulds 46 3 Rotting 19 4 Pilferage 23 5 Rodents 54 6 LGB 2 7 Other pest infestation 4 8 No losses 0 D4-6 Main causes of losses threshing/ shelling 3 112 0 1 Spillage 0 2 Moulds 0 3 Rotting 5 4 Pilferage 0 5 Rodents 32 6 LGB 4 7 Other pest infestation 71 8 No losses 0 D5-1 Clean/ Winnow your harvest 578 146 1 2 1 Yes 261 2 No 317 Sysmiss 146 D5-2 Clean/ Winnow method used 265 459 1 2 1 Manual 242 2 Mechanical 23 Sysmiss 459 Total Cleaning Unit 262 462 0 3742200 42835.439 270646.26 D5-5 Grains lost during cleaning/ winnowing (in Kg) 262 462 0 50 3.229 7.227 D5-6 Main causes of losses cleaning/ winnowing 1 262 0 1 Spillage 174 2 Moulds 3 3 Rotting 0 4 Pilferage 9 5 Rodents 2 6 LGB 0 7 Other pest infestation 0 8 No losses 74 D5-6 Main causes of losses cleaning/ winnowing 2 123 0 1 Spillage 0 2 Moulds 35 3 Rotting 13 4 Pilferage 25 5 Rodents 47 6 LGB 0 7 Other pest infestation 3 8 No losses 0 D5-6 Main causes of losses cleaning/ winnowing 3 90 0 1 Spillage 0 2 Moulds 0 3 Rotting 1 4 Pilferage 1 5 Rodents 30 6 LGB 3 7 Other pest infestation 55 8 No losses 0 501 223 0 4500000 28711.138 248728.083 E1-2 Storage type for crop 501 223 1 9 1 Granary 51 2 Specific house/ room 42 3 Under shelter/ outside 0 4 Bags 313 5 Sealed containers 12 6 Drums 29 7 Silo 0 8 Under ground 0 9 Other 54 Sysmiss 223 E1-3 How long storage last (in month) 501 223 0 24 5.022 3.746 E1-4 How much is lost (in Kg) 498 226 0 250 13.992 32.914 501 223 0 450000 1581.958 20470.305 501 223 0 7000 25.854 322.183 501 223 0 22500 105.447 1116.305 501 223 0 4000000 9832.291 182281.072 E1-9 Pesticides used during storage period 498 226 1 2 1 Yes 4 2 No 494 Sysmiss 226 E1-10 Main type of pesticide/ other products used 4 720 1 5 1 Dust 1 2 Insecticide 1 3 Fungicide 0 4 Ashes 1 5 Other 1 Sysmiss 720 E1-11 Get most pesticides/ other products 4 720 1 3 1 Agro dealers 2 2 Pharmacies 0 3 Own 2 4 Other 0 Sysmiss 720 E1-12 How effective pesticides used 4 720 1 3 1 Very effective 1 2 Effective 2 3 Little effective 1 4 No effective at all 0 Sysmiss 720 E1-13 Main causes of losses storage level 1 498 0 1 Spillage 224 2 Moulds 34 3 Rotting 20 4 Pilferage 1 5 Rodents 34 6 LGB 0 7 Other pest infestation 9 8 No losses 176 E1-13 Main causes of losses storage level 2 282 0 1 Spillage 0 2 Moulds 67 3 Rotting 44 4 Pilferage 3 5 Rodents 148 6 LGB 4 7 Other pest infestation 16 8 No losses 0 E1-13 Main causes of losses storage level 3 238 0 1 Spillage 0 2 Moulds 0 3 Rotting 3 4 Pilferage 1 5 Rodents 88 6 LGB 57 7 Other pest infestation 89 8 No losses 0 G1-2-a First area planted (ha) 199 525 0 8 1.276 1.385 0 63 1 75 2 30 3 17 4 8 5 4 8 2 Sysmiss 525 G1-3 First area harvested (ha) 200 524 0 8 1.22 1.371 0 68 1 74 2 28 3 18 4 6 5 4 8 2 Sysmiss 524 G1-4 Ears/ Cobs picked before harvest 192 532 0 500 12.453 58.798 G1-5 Raw weight (in grams) 185 539 0 800 69.459 159.526 G1-6 Use combiner harvester 187 537 1 2 1 Yes 1 2 No 186 Sysmiss 537 G2-1 Harvesting date 187 537 1052018 30062018 10386509.979 7574013.235 G2-2 Harvesting method used 187 537 1 2 1 Manual 186 2 Mechanical 1 Sysmiss 537 G2-3 Cobs/ Panicles harvested 182 542 0 999 25.659 116.736 G2-4 Equivalent raw weight (in grams) 181 543 0 999 152.608 291.373 G2-5 Cobs/ Panicles picked after harvesting 181 543 0 80 3.006 9.604 G2-6 The equivalent raw weight (in grams) 181 543 0 600 18.254 63.646 G2-7 Quantity of grains picked after harvesting (in grams) 181 543 0 200 4.47 22.904 G2-8 Weight of grains of unharvested standing plants 181 543 0 700 5.315 53.617 G3-1 Start drying date 182 542 1062018 28052018 15021961.346 7008204.711 G3-2 End drying date 181 543 1082018 31052018 19048049.674 6361378.701 G3-3 Drying methods used 180 544 1 4 1 Drying crib 73 2 On the ground 32 3 On the roof 50 4 Other 25 Sysmiss 544 G3-4 Weight of grains/ cobs before drying (in gram) 180 544 0 999 178.328 297.794 G3-5 Moisture content before drying 180 544 0 22 5.983 6.654 G3-6 Weight of grains/ cobs after drying (in grams) 180 544 0 999 156.328 270.486 G3-7 Moisture content after drying 180 544 0 18 4.694 5.281 0 96 2 1 4 2 5 1 6 2 7 1 8 7 9 15 10 21 11 13 12 15 13 3 15 2 18 1 Sysmiss 544 G4-1Threshing/ shelling date 180 544 1072018 31072018 12036295.767 8235372.214 G4-2 Type of threshing/ shelling floor 179 545 0 4 0 Unknown 87 1 Mud 29 2 Wooden 46 3 Cement 0 4 Bag 17 Sysmiss 545 G4-3 Threshing/ Shelling method used 179 545 1 2 1 Manual 154 2 Mechanical 25 Sysmiss 545 G4-4 Number of bundles yielding plot 178 546 0 30 1.702 3.795 G4-5 Weight of grains after threshing/ shelling bundles 178 546 0 999 67.309 161.941 G4-6 Weight of straw obtained (in grams) 178 546 0 850 106.152 182.776 G4-7 Weight of grains in 500g of straw 178 546 0 500 76.77 125.815 G5-1 Cleaning winnowing date 178 546 1082018 31072018 12553534.848 8201599.011 G5-2 Cleaning/ Winnowing method used 178 546 1 2 1 Manual 159 2 Mechanical 19 Sysmiss 546 G5-3 Weight sample of grains before cleaning (in grams) 178 546 0 990 173.073 267.749 G5-4 Moisture content before cleaning 178 546 0 23 5.073 5.715 G5-5 Weight of grains after cleaning (in grams) 178 546 0 985 147.933 235.598 G5-6 Moisture content after cleaning 178 546 0 23 4.5 5.138 G5-7 Weight of straw/other material during cleaning 178 546 0 999 92.174 170.239 G5-8 Weight of grain in 250g of straw 178 546 0 250 35.202 64.379 G6-1 Cobs weight picked after harvest 1 723 0 0 0 0 1 Sysmiss 723 G6-2 Grains weight picked after harvest 1 723 0 0 0 0 1 Sysmiss 723 724 0 7.624 110.325 45.025 23.509 642 82 0 100 8.503 10.592 724 0 0 1 0.0359 0.186 0 698 1 26 417 307 0 100 65.543 39.119 417 307 0 93.333 1.724 8.825 417 307 0 87.5 5.027 12.39 417 307 0 100 4.271 14.351 520 204 0 49.407 2.06 4.899 493 231 0 43.75 1.116 3.181 267 457 0 50 1.942 5.418 246 478 0 40 1.429 4.974 417 307 0 100 4.825 12.044 186 538 0 2186240 36211.312 191893.273 69 655 0 98.765 13.902 23.487 185 539 0 221159.998 9252.991 25328.869 75 649 0 15.966 4.935 3.583 184 540 0 1055359.99 58974.044 142703.054 82 642 0 17.355 1.07 2.859 184 540 0 353792 6947.174 31107.741 78 646 0 90.209 3.736 10.443 ID 724 0 5111A191 2 5111A241 2 5111A321 2 5111A382 2 5111A91 2 5111B151 1 5111B251 2 5111B351 2 5111B391 2 5111B441 2 5111B62 2 5111B98 3 5114A113 1 5114A172 1 5114A21 1 5114A251 2 5114A314 1 5114A411 1 5114A86 1 5114B141 1 5114B211 2 5114B291 1 5114B351 1 5114B51 1 5118A121 2 5118A151 2 5118A201 2 5118A21 2 5118A71 3 5118B101 3 5118B151 2 5118B201 2 5118B21 2 5118B311 2 5118B371 2 5124A161 4 5124A281 2 5124A31 2 5124A351 2 5124A491 2 5124A552 3 5124A611 2 5124A91 2 5124B101 2 5124B201 2 5124B311 3 5124B471 2 5128A121 2 5128A151 2 5128A201 1 5128A221 2 5128A251 1 5128A291 1 5128A41 1 5128A61 2 5128B101 1 5128B141 2 5128B51 1 514A141 2 514A271 2 514A401 1 514A41 2 514A511 3 514B131 1 514B231 2 514B32 2 514B331 2 514B421 1 514B521 1 514B601 1 518A181 1 518A342 1 518A501 3 518A61 3 518A641 2 518A851 2 518B191 1 518B21 1 518B411 1 518B601 3 518B791 1 518B991 1 524A191 1 524A21 1 524A472 1 524A601 1 524A676 1 524A771 2 524B152 2 524B322 1 524B461 1 524B601 1 524B63 1 528A151 2 528A191 2 528A271 2 528A302 1 528A31 2 528A91 2 528B101 2 528B171 1 528B221 2 528B291 2 528B31 2 528B342 1 5312A141 3 5312A191 3 5312A261 2 5312A321 3 5312A41 3 5312B11 2 5312B151 3 5312B251 2 5312B311 1 5312B371 1 5312B471 2 5312B61 2 5316A151 3 5316A21 3 5316A231 3 5316A301 2 5316A381 3 5316A81 2 5316B101 2 5316B11 3 5316B181 2 5316B261 2 5316B342 2 5316B421 2 5323A141 2 5323A21 2 5323A221 2 5323A312 2 5323A411 3 5323A451 2 5323A473 2 5323A521 3 5323A572 2 5323A651 2 5323A712 2 532A121 2 532A181 2 532A221 2 532A291 3 532A41 2 532B11 2 532B131 2 532B171 2 532B212 2 532B261 5 532B321 2 538A301 1 538A362 2 538A421 1 538A463 1 538B114 1 538B161 3 538B241 2 538B301 2 538B71 2 5410A141 2 5410A221 3 5410A41 2 5410B171 2 5410B21 2 5410B241 2 5410B321 2 5410B381 2 5410B471 3 5410B622 2 5410B691 2 5410B91 2 5414A1011 2 5414A11 2 5414A1191 2 5414A191 2 5414A371 2 5414A532 2 5414A691 2 5414A891 2 5414B161 2 5414B21 2 5414B411 2 5419A121 3 5419A31 3 5419A71 2 5419B111 3 5419B151 2 5419B251 3 5419B291 2 5419B331 3 5419B371 2 5419B71 3 542A111 1 542A301 3 542A501 2 542A741 1 542A911 2 542B1071 3 542B121 1 542B251 1 542B421 1 542B601 3 542B732 2 542B891 2 546A112 2 546A151 2 546A201 2 546A261 2 546A41 2 546B21 2 546B221 2 546B281 3 546B331 2 546B71 2 554A103 2 554A11 2 554A241 3 554A422 3 554A502 4 554A601 2 554B11 4 554B161 2 554B341 2 554B462 3 554B551 2 554B661 3 558A191 2 558A271 2 558A323 3 558A381 2 558A402 3 558A71 2 558B201 2 558B281 2 558B401 2 558B511 2 558B561 2 558B71 3 5613A142 2 5613A181 2 5613A21 2 5613A251 2 5613A81 2 5613B121 2 5613B181 3 5613B221 3 5613B271 2 5613B282 3 5613B31 2 5613B81 2 565A171 3 565A231 4 565A293 4 565A391 3 565A71 4 565B131 3 565B235 4 565B281 3 565B351 3 565B391 3 565B41 3 565B474 4 569A161 2 569A21 2 569A222 3 569A271 2 569A341 2 569A91 3 569B141 2 569B261 3 569B321 3 569B381 3 569B431 2 569B71 2 5710A101 2 5710A151 2 5710A183 2 5710A271 1 5710A341 5 5710A51 1 5710A81 2 5710B151 2 5710B321 2 5714A121 3 5714A1501 1 5714A2091 1 5714A211 2 5714A291 3 5714A31 2 5714A561 1 5714B251 1 5714B31 2 5714B311 1 5714B411 1 5714B91 2 571A11 1 571A131 1 571A191 1 571A271 1 571A331 1 571A81 1 571B151 2 571B211 2 571B241 5 571B301 2 571B31 2 571B81 2 5814A181 2 5814A21 1 5814A281 2 5814A351 1 5814A392 2 5814A81 1 5814B101 1 5814B171 1 5814B241 1 5814B301 1 5814B351 1 5814B41 1 5818A141 4 5818A211 6 5818A251 3 5818A321 2 5818A401 3 5818B132 3 5818B191 2 5818B21 3 5818B251 3 5818B82 5 5825B11 2 5825B121 1 5825B131 2 5825B141 2 5825B21 4 5825B71 3 5825B81 2 589F141 2 589F221 2 589F301 2 589F371 2 589F461 2 589F51 2 589F551 1 589F621 3 589F701 1 589G11 2 589G111 3 589G201 3 Region 350 0 1 Kavango West 350 Constituency 350 0 1 Kapako 83 2 Mankumpi 23 3 Mpungu 55 4 Muses 55 5 Ncamagoro 24 6 Ncuncuni 36 7 Nkurenkuru 33 8 Tondoro 41 PSU 350 0 1 28 11.446 6.942 Segment letter 350 0 1 A 171 2 B 167 3 F 9 4 G 3 Dwelling Unit Number 350 0 1 209 27.086 23.647 Household Number 350 0 1 8 1.22 0.734 1 304 2 31 3 8 4 3 5 1 6 2 8 1 Main Economic Activity of the Household 350 0 1 2 1 Agriculture 314 2 Non Agriculture 36 Main Type of Agricultural Activity 314 36 1 1 1 Crop Production 314 2 Livestock 0 3 Fishery 0 4 Forestry 0 5 Horticulture 0 6 Fruit culture 0 Sysmiss 36 F1 Main actions implemented to prevent Post harvest losses 1 240 110 1 16 1 Harvesting on time 153 2 Proper shelling 8 3 Proper drying 10 4 Winnowing 1 5 Re-drying 5 6 Storage hygiene 5 7 Stooking when harvesting 0 8 Use of chemicals 1 9 Timely application chemicals 0 10 Use of protected granaries 1 11 Repair granary 0 12 Care when processing 4 13 Use of ashes 1 14 Don't know 8 15 Nothing 40 16 No losses 3 17 Other 0 Sysmiss 110 F1 Main actions implemented to prevent Post harvest losses 2 171 179 1 17 1 Harvesting on time 3 2 Proper shelling 59 3 Proper drying 60 4 Winnowing 15 5 Re-drying 2 6 Storage hygiene 6 7 Stooking when harvesting 4 8 Use of chemicals 1 9 Timely application chemicals 5 10 Use of protected granaries 10 11 Repair granary 4 12 Care when processing 1 13 Use of ashes 0 14 Don't know 0 15 Nothing 0 16 No losses 0 17 Other 1 Sysmiss 179 F1 Main actions implemented to prevent Post harvest losses 3 160 190 3 17 1 Harvesting on time 0 2 Proper shelling 0 3 Proper drying 14 4 Winnowing 5 5 Re-drying 1 6 Storage hygiene 23 7 Stooking when harvesting 4 8 Use of chemicals 4 9 Timely application chemicals 0 10 Use of protected granaries 31 11 Repair granary 28 12 Care when processing 19 13 Use of ashes 23 14 Don't know 2 15 Nothing 5 16 No losses 0 17 Other 1 Sysmiss 190 F2 Most effective actions to prevent Post harvest losses 1 234 116 1 17 1 Harvesting on time 171 2 Proper shelling 14 3 Proper drying 14 4 Winnowing 0 5 Re-drying 2 6 Storage hygiene 9 7 Stooking when harvesting 1 8 Use of chemicals 5 9 Timely application chemicals 0 10 Use of protected granaries 4 11 Repair granary 0 12 Care when processing 4 13 Use of ashes 2 14 Don't know 2 15 Nothing 5 16 No losses 0 17 Other 1 Sysmiss 116 F2 Most effective actions to prevent Post harvest losses 2 207 143 2 17 1 Harvesting on time 0 2 Proper shelling 40 3 Proper drying 66 4 Winnowing 10 5 Re-drying 1 6 Storage hygiene 16 7 Stooking when harvesting 5 8 Use of chemicals 29 9 Timely application chemicals 1 10 Use of protected granaries 11 11 Repair granary 19 12 Care when processing 7 13 Use of ashes 1 14 Don't know 0 15 Nothing 0 16 No losses 0 17 Other 1 Sysmiss 143 F2 Most effective actions to prevent Post harvest losses 3 196 154 3 17 1 Harvesting on time 0 2 Proper shelling 0 3 Proper drying 9 4 Winnowing 13 5 Re-drying 1 6 Storage hygiene 27 7 Stooking when harvesting 2 8 Use of chemicals 5 9 Timely application chemicals 0 10 Use of protected granaries 48 11 Repair granary 42 12 Care when processing 25 13 Use of ashes 22 14 Don't know 1 15 Nothing 0 16 No losses 0 17 Other 1 Sysmiss 154 F3 Household receive assistance during last two years 240 110 1 2 1 Yes 31 2 No 209 Sysmiss 110 F4 Household receive Specific assistance 32 318 1 2 1 Yes 13 2 No 19 Sysmiss 318 F5 Kind of assistance received 14 336 1 4 1 Trainings 1 2 Advices/ Information 6 3 Direct assistance in the field 0 4 Other 7 Sysmiss 336 F6 Satisfied with assistance 14 336 2 4 1 Very satisfied 0 2 Satisfied 8 3 Little satisfied 3 4 Not satisfied 3 Sysmiss 336 F7 Propose to improve assistance/ services received 13 0 Government to provide farmers with chemicals to control pests 1 More training is needed 1 1 Training 1 Training is needed 1 none 3 nothing 1 training 2 we need refresher training every year 1 yes 1 F8 Main source of information used to obtain Post harvest 13 337 1 7 1 Other farmers 4 2 TV/ Radio 6 3 Agro-dealers 0 4 Plateform 0 5 Agricultural fair 0 6 Other 0 7 None 3 Sysmiss 337 Adjusted Weight 350 0 7.624 110.325 45.938 24.463 ID 350 0 5111A191 1 5111A241 1 5111A321 1 5111A382 1 5111A91 1 5111B151 1 5111B251 1 5111B351 1 5111B391 1 5111B441 1 5111B62 1 5111B98 1 5114A113 1 5114A172 1 5114A21 1 5114A251 1 5114A314 1 5114A411 1 5114A86 1 5114B141 1 5114B211 1 5114B291 1 5114B351 1 5114B51 1 5118A121 1 5118A151 1 5118A201 1 5118A21 1 5118A71 1 5118B101 1 5118B151 1 5118B201 1 5118B21 1 5118B311 1 5118B371 1 5124A161 1 5124A281 1 5124A31 1 5124A351 1 5124A491 1 5124A552 1 5124A611 1 5124A91 1 5124B101 1 5124B201 1 5124B311 1 5124B471 1 5128A121 1 5128A151 1 5128A201 1 5128A221 1 5128A251 1 5128A291 1 5128A321 1 5128A41 1 5128A61 1 5128B101 1 5128B141 1 5128B51 1 514A141 1 514A271 1 514A401 1 514A41 1 514A511 1 514B131 1 514B231 1 514B32 1 514B331 1 514B421 1 514B521 1 514B601 1 518A181 1 518A342 1 518A501 1 518A61 1 518A641 1 518A851 1 518B191 1 518B21 1 518B411 1 518B601 1 518B791 1 518B991 1 524A191 1 524A21 1 524A472 1 524A601 1 524A676 1 524A771 1 524B152 1 524B322 1 524B461 1 524B601 1 524B63 1 528A151 1 528A191 1 528A271 1 528A302 1 528A31 1 528A91 1 528B101 1 528B171 1 528B221 1 528B291 1 528B31 1 528B342 1 5312A141 1 5312A191 1 5312A261 1 5312A321 1 5312A41 1 5312B11 1 5312B151 1 5312B251 1 5312B311 1 5312B371 1 5312B471 1 5312B61 1 5316A151 1 5316A21 1 5316A231 1 5316A301 1 5316A381 1 5316A81 1 5316B101 1 5316B11 1 5316B181 1 5316B261 1 5316B342 1 5316B421 1 5323A141 1 5323A21 1 5323A221 1 5323A312 1 5323A411 1 5323A451 1 5323A473 1 5323A521 1 5323A572 1 5323A651 1 5323A712 1 532A121 1 532A181 1 532A221 1 532A291 1 532A41 1 532B11 1 532B131 1 532B171 1 532B212 1 532B261 1 532B321 1 538A301 1 538A362 1 538A421 1 538A463 1 538B114 1 538B161 1 538B241 1 538B301 1 538B71 1 5410A141 1 5410A221 1 5410A41 1 5410B171 1 5410B21 1 5410B241 1 5410B321 1 5410B381 1 5410B471 1 5410B622 1 5410B691 1 5410B91 1 5414A1011 1 5414A11 1 5414A1191 1 5414A191 1 5414A371 1 5414A532 1 5414A691 1 5414A891 1 5414B161 1 5414B21 1 5414B411 1 5419A121 1 5419A31 1 5419A71 1 5419B111 1 5419B151 1 5419B251 1 5419B291 1 5419B331 1 5419B371 1 5419B71 1 542A111 1 542A301 1 542A501 1 542A741 1 542A911 1 542B1071 1 542B121 1 542B251 1 542B421 1 542B601 1 542B732 1 542B891 1 546A112 1 546A151 1 546A201 1 546A261 1 546A41 1 546B21 1 546B221 1 546B281 1 546B331 1 546B71 1 554A103 1 554A11 1 554A241 1 554A422 1 554A502 1 554A601 1 554B11 1 554B161 1 554B341 1 554B462 1 554B551 1 554B661 1 558A191 1 558A271 1 558A323 1 558A381 1 558A402 1 558A71 1 558B201 1 558B281 1 558B401 1 558B511 1 558B561 1 558B71 1 5613A142 1 5613A181 1 5613A21 1 5613A251 1 5613A81 1 5613B121 1 5613B181 1 5613B221 1 5613B271 1 5613B282 1 5613B31 1 5613B81 1 565A171 1 565A231 1 565A293 1 565A391 1 565A71 1 565B131 1 565B235 1 565B281 1 565B351 1 565B391 1 565B41 1 565B474 1 569A161 1 569A21 1 569A222 1 569A271 1 569A341 1 569A91 1 569B141 1 569B261 1 569B321 1 569B381 1 569B431 1 569B71 1 5710A101 1 5710A151 1 5710A183 1 5710A271 1 5710A341 1 5710A51 1 5710A81 1 5710B151 1 5710B321 1 5714A121 1 5714A1501 1 5714A2091 1 5714A211 1 5714A291 1 5714A31 1 5714A561 1 5714B251 1 5714B31 1 5714B311 1 5714B411 1 5714B91 1 571A11 1 571A131 1 571A191 1 571A271 1 571A331 1 571A81 1 571B151 1 571B211 1 571B241 1 571B301 1 571B31 1 571B81 1 5814A181 1 5814A21 1 5814A281 1 5814A351 1 5814A392 1 5814A81 1 5814B101 1 5814B171 1 5814B241 1 5814B301 1 5814B351 1 5814B41 1 5818A141 1 5818A211 1 5818A251 1 5818A321 1 5818A401 1 5818B132 1 5818B191 1 5818B21 1 5818B251 1 5818B82 1 5825B11 1 5825B121 1 5825B131 1 5825B141 1 5825B21 1 5825B71 1 5825B81 1 589F141 1 589F221 1 589F301 1 589F371 1 589F461 1 589F51 1 589F551 1 589F621 1 589F701 1 589G11 1 589G111 1 589G201 1